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implement model caching using indexdb

Vladimir Mandic 2022-01-17 11:03:21 -05:00
parent 0c2bd1a4c1
commit 3a7b549b7c
79 changed files with 1861 additions and 2976 deletions
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5
CHANGELOG.md
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@ -9,7 +9,10 @@
## Changelog ## Changelog
### **HEAD -> main** 2022/01/14 mandic00@live.com ### **HEAD -> main** 2022/01/16 mandic00@live.com
### **origin/main** 2022/01/15 mandic00@live.com
- fix face box and hand tracking when in front of face - fix face box and hand tracking when in front of face

18
TODO.md
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@ -19,9 +19,6 @@
Experimental support only until support is officially added in Chromium Experimental support only until support is officially added in Chromium
- Performance issues:
<https://github.com/tensorflow/tfjs/issues/5689>
### Face Detection ### Face Detection
Enhanced rotation correction for face detection is not working in NodeJS due to missing kernel op in TFJS Enhanced rotation correction for face detection is not working in NodeJS due to missing kernel op in TFJS
@ -34,4 +31,17 @@ Feature is automatically disabled in NodeJS without user impact
## Pending Release Notes ## Pending Release Notes
N/A - Add global model cache hander using indexdb in browser environments
see `config.cacheModels` setting for details
- Add additional demos
`human-motion` and `human-avatar`
- Updated samples image gallery
- Fix face box detections when face is partially occluded
- Fix face box scaling
- Fix hand tracking when hand is in front of face
- Fix compatibility with `ElectronJS`
- Fix interpolation for some body keypoints
- Updated blazepose calculations
- Changes to blazepose and handlandmarks annotations
- Strong typing for string enums
- Updated `TFJS`

2
demo/typescript/index.js
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@ -90,7 +90,7 @@ async function main() {
status("loading..."); status("loading...");
await human.load(); await human.load();
log("backend:", human.tf.getBackend(), "| available:", human.env.backends); log("backend:", human.tf.getBackend(), "| available:", human.env.backends);
log("loaded models:" + Object.values(human.models).filter((model) => model !== null).length); log("loaded models:", Object.values(human.models).filter((model) => model !== null).length);
status("initializing..."); status("initializing...");
await human.warmup(); await human.warmup();
await webCam(); await webCam();

4
demo/typescript/index.js.map
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2
demo/typescript/index.ts
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@ -102,7 +102,7 @@ async function main() { // main entry point
status('loading...'); status('loading...');
await human.load(); // preload all models await human.load(); // preload all models
log('backend:', human.tf.getBackend(), '| available:', human.env.backends); log('backend:', human.tf.getBackend(), '| available:', human.env.backends);
log('loaded models:' + Object.values(human.models).filter((model) => model !== null).length); log('loaded models:', Object.values(human.models).filter((model) => model !== null).length);
status('initializing...'); status('initializing...');
await human.warmup(); // warmup function to initialize backend for future faster detection await human.warmup(); // warmup function to initialize backend for future faster detection
await webCam(); // start webcam await webCam(); // start webcam

4
dist/human.d.ts vendored
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@ -190,6 +190,10 @@ export declare interface Config {
* default: `../models/` for browsers and `file://models/` for nodejs * default: `../models/` for browsers and `file://models/` for nodejs
*/ */
modelBasePath: string; modelBasePath: string;
/** Cache models in IndexDB on first sucessfull load
* default: true if indexdb is available (browsers), false if its not (nodejs)
*/
cacheModels: boolean;
/** Cache sensitivity /** Cache sensitivity
* - values 0..1 where 0.01 means reset cache if input changed more than 1% * - values 0..1 where 0.01 means reset cache if input changed more than 1%
* - set to 0 to disable caching * - set to 0 to disable caching

4
dist/human.esm-nobundle.d.ts vendored
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@ -190,6 +190,10 @@ export declare interface Config {
* default: `../models/` for browsers and `file://models/` for nodejs * default: `../models/` for browsers and `file://models/` for nodejs
*/ */
modelBasePath: string; modelBasePath: string;
/** Cache models in IndexDB on first sucessfull load
* default: true if indexdb is available (browsers), false if its not (nodejs)
*/
cacheModels: boolean;
/** Cache sensitivity /** Cache sensitivity
* - values 0..1 where 0.01 means reset cache if input changed more than 1% * - values 0..1 where 0.01 means reset cache if input changed more than 1%
* - set to 0 to disable caching * - set to 0 to disable caching

304
dist/human.esm-nobundle.js vendored
View File

@ -102,6 +102,7 @@ function mergeDeep(...objects) {
var config = { var config = {
backend: "", backend: "",
modelBasePath: "", modelBasePath: "",
cacheModels: true,
wasmPath: "", wasmPath: "",
debug: true, debug: true,
async: true, async: true,
@ -1347,46 +1348,59 @@ var Env = class {
}; };
var env = new Env(); var env = new Env();
// package.json
var version10 = "2.5.8";
// src/tfjs/load.ts // src/tfjs/load.ts
var options = { var options = {
appName: "human", cacheModels: false,
autoSave: true, verbose: true,
verbose: true debug: false,
modelBasePath: ""
}; };
async function httpHandler(url, init2) { async function httpHandler(url, init2) {
if (options.fetchFunc) if (options.debug)
return options.fetchFunc(url, init2); log("load model fetch:", url, init2);
else if (typeof fetch === "undefined") {
log("error: fetch function is not defined"); log("error loading model: fetch function is not defined:");
return null;
}
var tfLoadOptions = {
onProgress: (...args) => {
if (options.onProgress)
options.onProgress(...args);
else if (options.verbose)
log("load model progress:", ...args);
},
fetchFunc: (url, init2) => {
if (options.verbose)
log("load model fetch:", url, init2);
if (url.toString().toLowerCase().startsWith("http"))
return httpHandler(url, init2);
return null; return null;
} }
}; return fetch(url, init2);
async function loadModel2(modelUrl, loadOptions) { }
if (loadOptions) function setModelLoadOptions(config3) {
options = mergeDeep(loadOptions); options.cacheModels = config3.cacheModels;
if (!options.fetchFunc && typeof globalThis.fetch !== "undefined") options.verbose = config3.debug;
options.fetchFunc = globalThis.fetch; options.modelBasePath = config3.modelBasePath;
const model18 = await tfjs_esm_exports.loadGraphModel(modelUrl, tfLoadOptions); }
async function loadModel(modelPath) {
const modelUrl = join(options.modelBasePath, modelPath || "");
const modelPathSegments = modelUrl.split("/");
const cachedModelName = "indexeddb://" + modelPathSegments[modelPathSegments.length - 1].replace(".json", "");
const cachedModels = await tfjs_esm_exports.io.listModels();
const modelCached = options.cacheModels && Object.keys(cachedModels).includes(cachedModelName);
const model18 = new GraphModel(modelCached ? cachedModelName : modelUrl, { fetchFunc: (url, init2) => httpHandler(url, init2) });
try {
model18.findIOHandler();
if (options.debug)
log("model load handler:", model18.handler);
const artifacts = await model18.handler.load();
model18.loadSync(artifacts);
if (options.verbose)
log("load model:", model18["modelUrl"]);
} catch (err) {
log("error loading model:", modelUrl, err);
}
if (options.cacheModels && !modelCached) {
try {
const saveResult = await model18.save(cachedModelName);
log("model saved:", cachedModelName, saveResult);
} catch (err) {
log("error saving model:", modelUrl, err);
}
}
return model18; return model18;
} }
// package.json
var version10 = "2.6.0";
// src/gear/gear.ts // src/gear/gear.ts
var model; var model;
var last2 = []; var last2 = [];
@ -1398,13 +1412,9 @@ var skipped = Number.MAX_SAFE_INTEGER;
async function load(config3) { async function load(config3) {
if (env.initial) if (env.initial)
model = null; model = null;
if (!model) { if (!model)
model = await loadModel2(join(config3.modelBasePath, config3.face["gear"].modelPath)); model = await loadModel(config3.face["gear"]);
if (!model || !model["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["gear"].modelPath);
else if (config3.debug)
log("load model:", model["modelUrl"]);
} else if (config3.debug)
log("cached model:", model["modelUrl"]); log("cached model:", model["modelUrl"]);
return model; return model;
} }
@ -1479,16 +1489,10 @@ var skipped2 = Number.MAX_SAFE_INTEGER;
async function load2(config3) { async function load2(config3) {
if (env.initial) if (env.initial)
model2 = null; model2 = null;
if (!model2) { if (!model2)
model2 = await loadModel2(join(config3.modelBasePath, config3.face["ssrnet"].modelPathAge)); model2 = await loadModel(config3.face["ssrnet"].modelPathAge);
if (!model2 || !model2["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["ssrnet"].modelPathAge); log("cached model:", model2["modelUrl"]);
else if (config3.debug)
log("load model:", model2["modelUrl"]);
} else {
if (config3.debug)
log("cached model:", model2["modelUrl"]);
}
return model2; return model2;
} }
async function predict2(image24, config3, idx, count2) { async function predict2(image24, config3, idx, count2) {
@ -1533,13 +1537,9 @@ var rgb = [0.2989, 0.587, 0.114];
async function load3(config3) { async function load3(config3) {
if (env.initial) if (env.initial)
model3 = null; model3 = null;
if (!model3) { if (!model3)
model3 = await loadModel2(join(config3.modelBasePath, config3.face["ssrnet"].modelPathGender)); model3 = await loadModel(config3.face["ssrnet"].modelPathGender);
if (!model3 || !model3["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["ssrnet"].modelPathGender);
else if (config3.debug)
log("load model:", model3["modelUrl"]);
} else if (config3.debug)
log("cached model:", model3["modelUrl"]); log("cached model:", model3["modelUrl"]);
return model3; return model3;
} }
@ -1589,16 +1589,12 @@ var skipped4 = Number.MAX_SAFE_INTEGER;
var lastCount4 = 0; var lastCount4 = 0;
var lastTime4 = 0; var lastTime4 = 0;
async function load4(config3) { async function load4(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model4 = null; model4 = null;
if (!model4) { if (!model4)
model4 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.antispoof) == null ? void 0 : _a.modelPath) || "")); model4 = await loadModel((_a = config3.face.antispoof) == null ? void 0 : _a.modelPath);
if (!model4 || !model4["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.antispoof) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model4["modelUrl"]);
} else if (config3.debug)
log("cached model:", model4["modelUrl"]); log("cached model:", model4["modelUrl"]);
return model4; return model4;
} }
@ -5081,16 +5077,12 @@ var inputSize = 0;
var inputSizeT = null; var inputSizeT = null;
var size = () => inputSize; var size = () => inputSize;
async function load5(config3) { async function load5(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model5 = null; model5 = null;
if (!model5) { if (!model5)
model5 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.detector) == null ? void 0 : _a.modelPath) || "")); model5 = await loadModel((_a = config3.face.detector) == null ? void 0 : _a.modelPath);
if (!model5 || !model5["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.detector) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model5["modelUrl"]);
} else if (config3.debug)
log("cached model:", model5["modelUrl"]); log("cached model:", model5["modelUrl"]);
inputSize = model5.inputs[0].shape ? model5.inputs[0].shape[2] : 0; inputSize = model5.inputs[0].shape ? model5.inputs[0].shape[2] : 0;
inputSizeT = tfjs_esm_exports.scalar(inputSize, "int32"); inputSizeT = tfjs_esm_exports.scalar(inputSize, "int32");
@ -5319,14 +5311,10 @@ async function loadDetect(config3) {
if (env3.initial) if (env3.initial)
models.detector = null; models.detector = null;
if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") { if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") {
models.detector = await loadModel2(join(config3.modelBasePath, config3.body["detector"]["modelPath"] || "")); models.detector = await loadModel(config3.body["detector"]["modelPath"]);
const inputs = Object.values(models.detector.modelSignature["inputs"]); const inputs = Object.values(models.detector.modelSignature["inputs"]);
inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.detector || !models.detector["modelUrl"])
log("load model failed:", config3.body["detector"]["modelPath"]);
else if (config3.debug)
log("load model:", models.detector["modelUrl"]);
} else if (config3.debug && models.detector) } else if (config3.debug && models.detector)
log("cached model:", models.detector["modelUrl"]); log("cached model:", models.detector["modelUrl"]);
await createAnchors(); await createAnchors();
@ -5336,14 +5324,10 @@ async function loadPose(config3) {
if (env3.initial) if (env3.initial)
models.landmarks = null; models.landmarks = null;
if (!models.landmarks) { if (!models.landmarks) {
models.landmarks = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); models.landmarks = await loadModel(config3.body.modelPath);
const inputs = Object.values(models.landmarks.modelSignature["inputs"]); const inputs = Object.values(models.landmarks.modelSignature["inputs"]);
inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.landmarks || !models.landmarks["modelUrl"])
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", models.landmarks["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models.landmarks["modelUrl"]); log("cached model:", models.landmarks["modelUrl"]);
return models.landmarks; return models.landmarks;
@ -5568,13 +5552,9 @@ async function load6(config3) {
if (env.initial) if (env.initial)
model6 = null; model6 = null;
if (!model6) { if (!model6) {
model6 = await loadModel2(join(config3.modelBasePath, config3.object.modelPath || "")); model6 = await loadModel(config3.object.modelPath);
const inputs = Object.values(model6.modelSignature["inputs"]); const inputs = Object.values(model6.modelSignature["inputs"]);
inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model6 || !model6["modelUrl"])
log("load model failed:", config3.object.modelPath);
else if (config3.debug)
log("load model:", model6["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model6["modelUrl"]); log("cached model:", model6["modelUrl"]);
return model6; return model6;
@ -5681,13 +5661,9 @@ var skipped7 = Number.MAX_SAFE_INTEGER;
async function load7(config3) { async function load7(config3) {
if (env.initial) if (env.initial)
model7 = null; model7 = null;
if (!model7) { if (!model7)
model7 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model7 = await loadModel(config3.body.modelPath);
if (!model7 || !model7["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model7["modelUrl"]);
} else if (config3.debug)
log("cached model:", model7["modelUrl"]); log("cached model:", model7["modelUrl"]);
return model7; return model7;
} }
@ -5795,16 +5771,12 @@ var lastCount5 = 0;
var lastTime8 = 0; var lastTime8 = 0;
var skipped8 = Number.MAX_SAFE_INTEGER; var skipped8 = Number.MAX_SAFE_INTEGER;
async function load8(config3) { async function load8(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model8 = null; model8 = null;
if (!model8) { if (!model8)
model8 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.emotion) == null ? void 0 : _a.modelPath) || "")); model8 = await loadModel((_a = config3.face.emotion) == null ? void 0 : _a.modelPath);
if (!model8 || !model8["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.emotion) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model8["modelUrl"]);
} else if (config3.debug)
log("cached model:", model8["modelUrl"]); log("cached model:", model8["modelUrl"]);
return model8; return model8;
} }
@ -5853,17 +5825,12 @@ var lastCount6 = 0;
var lastTime9 = 0; var lastTime9 = 0;
var skipped9 = Number.MAX_SAFE_INTEGER; var skipped9 = Number.MAX_SAFE_INTEGER;
async function load9(config3) { async function load9(config3) {
const modelUrl = join(config3.modelBasePath, config3.face["mobilefacenet"].modelPath);
if (env.initial) if (env.initial)
model9 = null; model9 = null;
if (!model9) { if (!model9)
model9 = await loadModel2(modelUrl); model9 = await loadModel(config3.face["mobilefacenet"].modelPath);
if (!model9) else if (config3.debug)
log("load model failed:", config3.face["mobilefacenet"].modelPath); log("cached model:", model9["modelUrl"]);
else if (config3.debug)
log("load model:", modelUrl);
} else if (config3.debug)
log("cached model:", modelUrl);
return model9; return model9;
} }
async function predict9(input, config3, idx, count2) { async function predict9(input, config3, idx, count2) {
@ -5910,16 +5877,12 @@ var irisLandmarks = {
numCoordinates: 76 numCoordinates: 76
}; };
async function load10(config3) { async function load10(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model10 = null; model10 = null;
if (!model10) { if (!model10)
model10 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.iris) == null ? void 0 : _a.modelPath) || "")); model10 = await loadModel((_a = config3.face.iris) == null ? void 0 : _a.modelPath);
if (!model10 || !model10["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.iris) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model10["modelUrl"]);
} else if (config3.debug)
log("cached model:", model10["modelUrl"]); log("cached model:", model10["modelUrl"]);
inputSize5 = model10.inputs[0].shape ? model10.inputs[0].shape[2] : 0; inputSize5 = model10.inputs[0].shape ? model10.inputs[0].shape[2] : 0;
if (inputSize5 === -1) if (inputSize5 === -1)
@ -6115,16 +6078,12 @@ async function predict10(input, config3) {
return faces; return faces;
} }
async function load11(config3) { async function load11(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model11 = null; model11 = null;
if (!model11) { if (!model11)
model11 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.mesh) == null ? void 0 : _a.modelPath) || "")); model11 = await loadModel((_a = config3.face.mesh) == null ? void 0 : _a.modelPath);
if (!model11 || !model11["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.mesh) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model11["modelUrl"]);
} else if (config3.debug)
log("cached model:", model11["modelUrl"]); log("cached model:", model11["modelUrl"]);
inputSize6 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0; inputSize6 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0;
return model11; return model11;
@ -6139,18 +6098,13 @@ var lastTime10 = 0;
var lastCount7 = 0; var lastCount7 = 0;
var skipped10 = Number.MAX_SAFE_INTEGER; var skipped10 = Number.MAX_SAFE_INTEGER;
async function load12(config3) { async function load12(config3) {
var _a, _b; var _a;
const modelUrl = join(config3.modelBasePath, ((_a = config3.face.description) == null ? void 0 : _a.modelPath) || "");
if (env.initial) if (env.initial)
model12 = null; model12 = null;
if (!model12) { if (!model12)
model12 = await loadModel2(modelUrl); model12 = await loadModel((_a = config3.face.description) == null ? void 0 : _a.modelPath);
if (!model12) else if (config3.debug)
log("load model failed:", ((_b = config3.face.description) == null ? void 0 : _b.modelPath) || ""); log("cached model:", model12["modelUrl"]);
else if (config3.debug)
log("load model:", modelUrl);
} else if (config3.debug)
log("cached model:", modelUrl);
return model12; return model12;
} }
function enhance(input) { function enhance(input) {
@ -9967,26 +9921,16 @@ async function predict12(input, config3) {
return hands; return hands;
} }
async function load13(config3) { async function load13(config3) {
var _a, _b, _c, _d; var _a, _b;
if (env.initial) { if (env.initial) {
handDetectorModel = null; handDetectorModel = null;
handPoseModel = null; handPoseModel = null;
} }
if (!handDetectorModel || !handPoseModel) { if (!handDetectorModel || !handPoseModel) {
[handDetectorModel, handPoseModel] = await Promise.all([ [handDetectorModel, handPoseModel] = await Promise.all([
config3.hand.enabled ? loadModel2(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || "")) : null, config3.hand.enabled ? loadModel((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) : null,
config3.hand.landmarks ? loadModel2(join(config3.modelBasePath, ((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) || "")) : null config3.hand.landmarks ? loadModel((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) : null
]); ]);
if (config3.hand.enabled) {
if (!handDetectorModel || !handDetectorModel["modelUrl"])
log("load model failed:", ((_c = config3.hand.detector) == null ? void 0 : _c.modelPath) || "");
else if (config3.debug)
log("load model:", handDetectorModel["modelUrl"]);
if (!handPoseModel || !handPoseModel["modelUrl"])
log("load model failed:", ((_d = config3.hand.skeleton) == null ? void 0 : _d.modelPath) || "");
else if (config3.debug)
log("load model:", handPoseModel["modelUrl"]);
}
} else { } else {
if (config3.debug) if (config3.debug)
log("cached model:", handDetectorModel["modelUrl"]); log("cached model:", handDetectorModel["modelUrl"]);
@ -10024,36 +9968,28 @@ var fingerMap = {
palm: [0, 17, 13, 9, 5, 1, 0] palm: [0, 17, 13, 9, 5, 1, 0]
}; };
async function loadDetect2(config3) { async function loadDetect2(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
models2[0] = null; models2[0] = null;
if (!models2[0]) { if (!models2[0]) {
fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3); fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3);
models2[0] = await loadModel2(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || "")); models2[0] = await loadModel((_a = config3.hand.detector) == null ? void 0 : _a.modelPath);
const inputs = Object.values(models2[0].modelSignature["inputs"]); const inputs = Object.values(models2[0].modelSignature["inputs"]);
inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models2[0] || !models2[0]["modelUrl"])
log("load model failed:", (_b = config3.hand.detector) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", models2[0]["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models2[0]["modelUrl"]); log("cached model:", models2[0]["modelUrl"]);
return models2[0]; return models2[0];
} }
async function loadSkeleton(config3) { async function loadSkeleton(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
models2[1] = null; models2[1] = null;
if (!models2[1]) { if (!models2[1]) {
models2[1] = await loadModel2(join(config3.modelBasePath, ((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath) || "")); models2[1] = await loadModel((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath);
const inputs = Object.values(models2[1].modelSignature["inputs"]); const inputs = Object.values(models2[1].modelSignature["inputs"]);
inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models2[1] || !models2[1]["modelUrl"])
log("load model failed:", (_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", models2[1]["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models2[1]["modelUrl"]); log("cached model:", models2[1]["modelUrl"]);
return models2[1]; return models2[1];
@ -10190,16 +10126,12 @@ var skipped12 = Number.MAX_SAFE_INTEGER;
var lastCount8 = 0; var lastCount8 = 0;
var lastTime13 = 0; var lastTime13 = 0;
async function load14(config3) { async function load14(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model13 = null; model13 = null;
if (!model13) { if (!model13)
model13 = await loadModel(join(config3.modelBasePath, ((_a = config3.face.liveness) == null ? void 0 : _a.modelPath) || "")); model13 = await loadModel((_a = config3.face.liveness) == null ? void 0 : _a.modelPath);
if (!model13 || !model13["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.liveness) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model13["modelUrl"]);
} else if (config3.debug)
log("cached model:", model13["modelUrl"]); log("cached model:", model13["modelUrl"]);
return model13; return model13;
} }
@ -10395,11 +10327,7 @@ async function load15(config3) {
model14 = null; model14 = null;
if (!model14) { if (!model14) {
fakeOps(["size"], config3); fakeOps(["size"], config3);
model14 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model14 = await loadModel(config3.body.modelPath);
if (!model14 || !model14["modelUrl"])
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model14["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model14["modelUrl"]); log("cached model:", model14["modelUrl"]);
inputSize8 = model14.inputs[0].shape ? model14.inputs[0].shape[2] : 0; inputSize8 = model14.inputs[0].shape ? model14.inputs[0].shape[2] : 0;
@ -10523,13 +10451,9 @@ var inputSize9 = 0;
var scaleBox = 2.5; var scaleBox = 2.5;
async function load16(config3) { async function load16(config3) {
if (!model15 || env.initial) { if (!model15 || env.initial) {
model15 = await loadModel2(join(config3.modelBasePath, config3.object.modelPath || "")); model15 = await loadModel(config3.object.modelPath);
const inputs = Object.values(model15.modelSignature["inputs"]); const inputs = Object.values(model15.modelSignature["inputs"]);
inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model15 || !model15["modelUrl"])
log("load model failed:", config3.object.modelPath);
else if (config3.debug)
log("load model:", model15["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model15["modelUrl"]); log("cached model:", model15["modelUrl"]);
return model15; return model15;
@ -10952,13 +10876,9 @@ async function predict17(input, config3) {
return scaled; return scaled;
} }
async function load17(config3) { async function load17(config3) {
if (!model16 || env.initial) { if (!model16 || env.initial)
model16 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model16 = await loadModel(config3.body.modelPath);
if (!model16 || !model16["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model16["modelUrl"]);
} else if (config3.debug)
log("cached model:", model16["modelUrl"]); log("cached model:", model16["modelUrl"]);
return model16; return model16;
} }
@ -10967,13 +10887,9 @@ async function load17(config3) {
var model17; var model17;
var busy = false; var busy = false;
async function load18(config3) { async function load18(config3) {
if (!model17 || env.initial) { if (!model17 || env.initial)
model17 = await loadModel2(join(config3.modelBasePath, config3.segmentation.modelPath || "")); model17 = await loadModel(config3.segmentation.modelPath);
if (!model17 || !model17["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.segmentation.modelPath);
else if (config3.debug)
log("load model:", model17["modelUrl"]);
} else if (config3.debug)
log("cached model:", model17["modelUrl"]); log("cached model:", model17["modelUrl"]);
return model17; return model17;
} }
@ -13442,6 +13358,8 @@ var Human = class {
Object.seal(this.config); Object.seal(this.config);
if (userConfig) if (userConfig)
this.config = mergeDeep(this.config, userConfig); this.config = mergeDeep(this.config, userConfig);
this.config.cacheModels = typeof indexedDB !== "undefined";
setModelLoadOptions(this.config);
this.tf = tfjs_esm_exports; this.tf = tfjs_esm_exports;
this.state = "idle"; this.state = "idle";
__privateSet(this, _numTensors, 0); __privateSet(this, _numTensors, 0);

4
dist/human.esm-nobundle.js.map vendored
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4
dist/human.esm.d.ts vendored
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@ -190,6 +190,10 @@ export declare interface Config {
* default: `../models/` for browsers and `file://models/` for nodejs * default: `../models/` for browsers and `file://models/` for nodejs
*/ */
modelBasePath: string; modelBasePath: string;
/** Cache models in IndexDB on first sucessfull load
* default: true if indexdb is available (browsers), false if its not (nodejs)
*/
cacheModels: boolean;
/** Cache sensitivity /** Cache sensitivity
* - values 0..1 where 0.01 means reset cache if input changed more than 1% * - values 0..1 where 0.01 means reset cache if input changed more than 1%
* - set to 0 to disable caching * - set to 0 to disable caching

304
dist/human.esm.js vendored
View File

@ -91,6 +91,7 @@ function mergeDeep(...objects) {
var config = { var config = {
backend: "", backend: "",
modelBasePath: "", modelBasePath: "",
cacheModels: true,
wasmPath: "", wasmPath: "",
debug: true, debug: true,
async: true, async: true,
@ -72182,46 +72183,59 @@ var Env = class {
}; };
var env2 = new Env(); var env2 = new Env();
// package.json
var version9 = "2.5.8";
// src/tfjs/load.ts // src/tfjs/load.ts
var options = { var options = {
appName: "human", cacheModels: false,
autoSave: true, verbose: true,
verbose: true debug: false,
modelBasePath: ""
}; };
async function httpHandler(url, init3) { async function httpHandler(url, init3) {
if (options.fetchFunc) if (options.debug)
return options.fetchFunc(url, init3); log("load model fetch:", url, init3);
else if (typeof fetch === "undefined") {
log("error: fetch function is not defined"); log("error loading model: fetch function is not defined:");
return null;
}
var tfLoadOptions = {
onProgress: (...args) => {
if (options.onProgress)
options.onProgress(...args);
else if (options.verbose)
log("load model progress:", ...args);
},
fetchFunc: (url, init3) => {
if (options.verbose)
log("load model fetch:", url, init3);
if (url.toString().toLowerCase().startsWith("http"))
return httpHandler(url, init3);
return null; return null;
} }
}; return fetch(url, init3);
async function loadModel2(modelUrl, loadOptions) { }
if (loadOptions) function setModelLoadOptions(config3) {
options = mergeDeep(loadOptions); options.cacheModels = config3.cacheModels;
if (!options.fetchFunc && typeof globalThis.fetch !== "undefined") options.verbose = config3.debug;
options.fetchFunc = globalThis.fetch; options.modelBasePath = config3.modelBasePath;
const model19 = await loadGraphModel(modelUrl, tfLoadOptions); }
async function loadModel(modelPath) {
const modelUrl = join(options.modelBasePath, modelPath || "");
const modelPathSegments = modelUrl.split("/");
const cachedModelName = "indexeddb://" + modelPathSegments[modelPathSegments.length - 1].replace(".json", "");
const cachedModels = await io_exports.listModels();
const modelCached = options.cacheModels && Object.keys(cachedModels).includes(cachedModelName);
const model19 = new GraphModel(modelCached ? cachedModelName : modelUrl, { fetchFunc: (url, init3) => httpHandler(url, init3) });
try {
model19.findIOHandler();
if (options.debug)
log("model load handler:", model19.handler);
const artifacts = await model19.handler.load();
model19.loadSync(artifacts);
if (options.verbose)
log("load model:", model19["modelUrl"]);
} catch (err) {
log("error loading model:", modelUrl, err);
}
if (options.cacheModels && !modelCached) {
try {
const saveResult = await model19.save(cachedModelName);
log("model saved:", cachedModelName, saveResult);
} catch (err) {
log("error saving model:", modelUrl, err);
}
}
return model19; return model19;
} }
// package.json
var version9 = "2.6.0";
// src/gear/gear.ts // src/gear/gear.ts
var model2; var model2;
var last2 = []; var last2 = [];
@ -72233,13 +72247,9 @@ var skipped = Number.MAX_SAFE_INTEGER;
async function load(config3) { async function load(config3) {
if (env2.initial) if (env2.initial)
model2 = null; model2 = null;
if (!model2) { if (!model2)
model2 = await loadModel2(join(config3.modelBasePath, config3.face["gear"].modelPath)); model2 = await loadModel(config3.face["gear"]);
if (!model2 || !model2["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["gear"].modelPath);
else if (config3.debug)
log("load model:", model2["modelUrl"]);
} else if (config3.debug)
log("cached model:", model2["modelUrl"]); log("cached model:", model2["modelUrl"]);
return model2; return model2;
} }
@ -72314,16 +72324,10 @@ var skipped2 = Number.MAX_SAFE_INTEGER;
async function load2(config3) { async function load2(config3) {
if (env2.initial) if (env2.initial)
model3 = null; model3 = null;
if (!model3) { if (!model3)
model3 = await loadModel2(join(config3.modelBasePath, config3.face["ssrnet"].modelPathAge)); model3 = await loadModel(config3.face["ssrnet"].modelPathAge);
if (!model3 || !model3["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["ssrnet"].modelPathAge); log("cached model:", model3["modelUrl"]);
else if (config3.debug)
log("load model:", model3["modelUrl"]);
} else {
if (config3.debug)
log("cached model:", model3["modelUrl"]);
}
return model3; return model3;
} }
async function predict2(image2, config3, idx, count3) { async function predict2(image2, config3, idx, count3) {
@ -72368,13 +72372,9 @@ var rgb = [0.2989, 0.587, 0.114];
async function load3(config3) { async function load3(config3) {
if (env2.initial) if (env2.initial)
model4 = null; model4 = null;
if (!model4) { if (!model4)
model4 = await loadModel2(join(config3.modelBasePath, config3.face["ssrnet"].modelPathGender)); model4 = await loadModel(config3.face["ssrnet"].modelPathGender);
if (!model4 || !model4["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["ssrnet"].modelPathGender);
else if (config3.debug)
log("load model:", model4["modelUrl"]);
} else if (config3.debug)
log("cached model:", model4["modelUrl"]); log("cached model:", model4["modelUrl"]);
return model4; return model4;
} }
@ -72424,16 +72424,12 @@ var skipped4 = Number.MAX_SAFE_INTEGER;
var lastCount4 = 0; var lastCount4 = 0;
var lastTime4 = 0; var lastTime4 = 0;
async function load4(config3) { async function load4(config3) {
var _a, _b; var _a;
if (env2.initial) if (env2.initial)
model5 = null; model5 = null;
if (!model5) { if (!model5)
model5 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.antispoof) == null ? void 0 : _a.modelPath) || "")); model5 = await loadModel((_a = config3.face.antispoof) == null ? void 0 : _a.modelPath);
if (!model5 || !model5["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.antispoof) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model5["modelUrl"]);
} else if (config3.debug)
log("cached model:", model5["modelUrl"]); log("cached model:", model5["modelUrl"]);
return model5; return model5;
} }
@ -75916,16 +75912,12 @@ var inputSize = 0;
var inputSizeT = null; var inputSizeT = null;
var size = () => inputSize; var size = () => inputSize;
async function load5(config3) { async function load5(config3) {
var _a, _b; var _a;
if (env2.initial) if (env2.initial)
model6 = null; model6 = null;
if (!model6) { if (!model6)
model6 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.detector) == null ? void 0 : _a.modelPath) || "")); model6 = await loadModel((_a = config3.face.detector) == null ? void 0 : _a.modelPath);
if (!model6 || !model6["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.detector) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model6["modelUrl"]);
} else if (config3.debug)
log("cached model:", model6["modelUrl"]); log("cached model:", model6["modelUrl"]);
inputSize = model6.inputs[0].shape ? model6.inputs[0].shape[2] : 0; inputSize = model6.inputs[0].shape ? model6.inputs[0].shape[2] : 0;
inputSizeT = scalar(inputSize, "int32"); inputSizeT = scalar(inputSize, "int32");
@ -76154,14 +76146,10 @@ async function loadDetect(config3) {
if (env3.initial) if (env3.initial)
models.detector = null; models.detector = null;
if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") { if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") {
models.detector = await loadModel2(join(config3.modelBasePath, config3.body["detector"]["modelPath"] || "")); models.detector = await loadModel(config3.body["detector"]["modelPath"]);
const inputs = Object.values(models.detector.modelSignature["inputs"]); const inputs = Object.values(models.detector.modelSignature["inputs"]);
inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.detector || !models.detector["modelUrl"])
log("load model failed:", config3.body["detector"]["modelPath"]);
else if (config3.debug)
log("load model:", models.detector["modelUrl"]);
} else if (config3.debug && models.detector) } else if (config3.debug && models.detector)
log("cached model:", models.detector["modelUrl"]); log("cached model:", models.detector["modelUrl"]);
await createAnchors(); await createAnchors();
@ -76171,14 +76159,10 @@ async function loadPose(config3) {
if (env3.initial) if (env3.initial)
models.landmarks = null; models.landmarks = null;
if (!models.landmarks) { if (!models.landmarks) {
models.landmarks = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); models.landmarks = await loadModel(config3.body.modelPath);
const inputs = Object.values(models.landmarks.modelSignature["inputs"]); const inputs = Object.values(models.landmarks.modelSignature["inputs"]);
inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.landmarks || !models.landmarks["modelUrl"])
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", models.landmarks["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models.landmarks["modelUrl"]); log("cached model:", models.landmarks["modelUrl"]);
return models.landmarks; return models.landmarks;
@ -76403,13 +76387,9 @@ async function load6(config3) {
if (env2.initial) if (env2.initial)
model7 = null; model7 = null;
if (!model7) { if (!model7) {
model7 = await loadModel2(join(config3.modelBasePath, config3.object.modelPath || "")); model7 = await loadModel(config3.object.modelPath);
const inputs = Object.values(model7.modelSignature["inputs"]); const inputs = Object.values(model7.modelSignature["inputs"]);
inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model7 || !model7["modelUrl"])
log("load model failed:", config3.object.modelPath);
else if (config3.debug)
log("load model:", model7["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model7["modelUrl"]); log("cached model:", model7["modelUrl"]);
return model7; return model7;
@ -76516,13 +76496,9 @@ var skipped7 = Number.MAX_SAFE_INTEGER;
async function load7(config3) { async function load7(config3) {
if (env2.initial) if (env2.initial)
model8 = null; model8 = null;
if (!model8) { if (!model8)
model8 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model8 = await loadModel(config3.body.modelPath);
if (!model8 || !model8["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model8["modelUrl"]);
} else if (config3.debug)
log("cached model:", model8["modelUrl"]); log("cached model:", model8["modelUrl"]);
return model8; return model8;
} }
@ -76630,16 +76606,12 @@ var lastCount5 = 0;
var lastTime8 = 0; var lastTime8 = 0;
var skipped8 = Number.MAX_SAFE_INTEGER; var skipped8 = Number.MAX_SAFE_INTEGER;
async function load8(config3) { async function load8(config3) {
var _a, _b; var _a;
if (env2.initial) if (env2.initial)
model9 = null; model9 = null;
if (!model9) { if (!model9)
model9 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.emotion) == null ? void 0 : _a.modelPath) || "")); model9 = await loadModel((_a = config3.face.emotion) == null ? void 0 : _a.modelPath);
if (!model9 || !model9["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.emotion) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model9["modelUrl"]);
} else if (config3.debug)
log("cached model:", model9["modelUrl"]); log("cached model:", model9["modelUrl"]);
return model9; return model9;
} }
@ -76688,17 +76660,12 @@ var lastCount6 = 0;
var lastTime9 = 0; var lastTime9 = 0;
var skipped9 = Number.MAX_SAFE_INTEGER; var skipped9 = Number.MAX_SAFE_INTEGER;
async function load9(config3) { async function load9(config3) {
const modelUrl = join(config3.modelBasePath, config3.face["mobilefacenet"].modelPath);
if (env2.initial) if (env2.initial)
model10 = null; model10 = null;
if (!model10) { if (!model10)
model10 = await loadModel2(modelUrl); model10 = await loadModel(config3.face["mobilefacenet"].modelPath);
if (!model10) else if (config3.debug)
log("load model failed:", config3.face["mobilefacenet"].modelPath); log("cached model:", model10["modelUrl"]);
else if (config3.debug)
log("load model:", modelUrl);
} else if (config3.debug)
log("cached model:", modelUrl);
return model10; return model10;
} }
async function predict9(input2, config3, idx, count3) { async function predict9(input2, config3, idx, count3) {
@ -76745,16 +76712,12 @@ var irisLandmarks = {
numCoordinates: 76 numCoordinates: 76
}; };
async function load10(config3) { async function load10(config3) {
var _a, _b; var _a;
if (env2.initial) if (env2.initial)
model11 = null; model11 = null;
if (!model11) { if (!model11)
model11 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.iris) == null ? void 0 : _a.modelPath) || "")); model11 = await loadModel((_a = config3.face.iris) == null ? void 0 : _a.modelPath);
if (!model11 || !model11["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.iris) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model11["modelUrl"]);
} else if (config3.debug)
log("cached model:", model11["modelUrl"]); log("cached model:", model11["modelUrl"]);
inputSize5 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0; inputSize5 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0;
if (inputSize5 === -1) if (inputSize5 === -1)
@ -76950,16 +76913,12 @@ async function predict10(input2, config3) {
return faces; return faces;
} }
async function load11(config3) { async function load11(config3) {
var _a, _b; var _a;
if (env2.initial) if (env2.initial)
model12 = null; model12 = null;
if (!model12) { if (!model12)
model12 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.mesh) == null ? void 0 : _a.modelPath) || "")); model12 = await loadModel((_a = config3.face.mesh) == null ? void 0 : _a.modelPath);
if (!model12 || !model12["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.mesh) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model12["modelUrl"]);
} else if (config3.debug)
log("cached model:", model12["modelUrl"]); log("cached model:", model12["modelUrl"]);
inputSize6 = model12.inputs[0].shape ? model12.inputs[0].shape[2] : 0; inputSize6 = model12.inputs[0].shape ? model12.inputs[0].shape[2] : 0;
return model12; return model12;
@ -76974,18 +76933,13 @@ var lastTime10 = 0;
var lastCount7 = 0; var lastCount7 = 0;
var skipped10 = Number.MAX_SAFE_INTEGER; var skipped10 = Number.MAX_SAFE_INTEGER;
async function load12(config3) { async function load12(config3) {
var _a, _b; var _a;
const modelUrl = join(config3.modelBasePath, ((_a = config3.face.description) == null ? void 0 : _a.modelPath) || "");
if (env2.initial) if (env2.initial)
model13 = null; model13 = null;
if (!model13) { if (!model13)
model13 = await loadModel2(modelUrl); model13 = await loadModel((_a = config3.face.description) == null ? void 0 : _a.modelPath);
if (!model13) else if (config3.debug)
log("load model failed:", ((_b = config3.face.description) == null ? void 0 : _b.modelPath) || ""); log("cached model:", model13["modelUrl"]);
else if (config3.debug)
log("load model:", modelUrl);
} else if (config3.debug)
log("cached model:", modelUrl);
return model13; return model13;
} }
function enhance(input2) { function enhance(input2) {
@ -80802,26 +80756,16 @@ async function predict12(input2, config3) {
return hands; return hands;
} }
async function load13(config3) { async function load13(config3) {
var _a, _b, _c, _d; var _a, _b;
if (env2.initial) { if (env2.initial) {
handDetectorModel = null; handDetectorModel = null;
handPoseModel = null; handPoseModel = null;
} }
if (!handDetectorModel || !handPoseModel) { if (!handDetectorModel || !handPoseModel) {
[handDetectorModel, handPoseModel] = await Promise.all([ [handDetectorModel, handPoseModel] = await Promise.all([
config3.hand.enabled ? loadModel2(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || "")) : null, config3.hand.enabled ? loadModel((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) : null,
config3.hand.landmarks ? loadModel2(join(config3.modelBasePath, ((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) || "")) : null config3.hand.landmarks ? loadModel((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) : null
]); ]);
if (config3.hand.enabled) {
if (!handDetectorModel || !handDetectorModel["modelUrl"])
log("load model failed:", ((_c = config3.hand.detector) == null ? void 0 : _c.modelPath) || "");
else if (config3.debug)
log("load model:", handDetectorModel["modelUrl"]);
if (!handPoseModel || !handPoseModel["modelUrl"])
log("load model failed:", ((_d = config3.hand.skeleton) == null ? void 0 : _d.modelPath) || "");
else if (config3.debug)
log("load model:", handPoseModel["modelUrl"]);
}
} else { } else {
if (config3.debug) if (config3.debug)
log("cached model:", handDetectorModel["modelUrl"]); log("cached model:", handDetectorModel["modelUrl"]);
@ -80859,36 +80803,28 @@ var fingerMap = {
palm: [0, 17, 13, 9, 5, 1, 0] palm: [0, 17, 13, 9, 5, 1, 0]
}; };
async function loadDetect2(config3) { async function loadDetect2(config3) {
var _a, _b; var _a;
if (env2.initial) if (env2.initial)
models2[0] = null; models2[0] = null;
if (!models2[0]) { if (!models2[0]) {
fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3); fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3);
models2[0] = await loadModel2(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || "")); models2[0] = await loadModel((_a = config3.hand.detector) == null ? void 0 : _a.modelPath);
const inputs = Object.values(models2[0].modelSignature["inputs"]); const inputs = Object.values(models2[0].modelSignature["inputs"]);
inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models2[0] || !models2[0]["modelUrl"])
log("load model failed:", (_b = config3.hand.detector) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", models2[0]["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models2[0]["modelUrl"]); log("cached model:", models2[0]["modelUrl"]);
return models2[0]; return models2[0];
} }
async function loadSkeleton(config3) { async function loadSkeleton(config3) {
var _a, _b; var _a;
if (env2.initial) if (env2.initial)
models2[1] = null; models2[1] = null;
if (!models2[1]) { if (!models2[1]) {
models2[1] = await loadModel2(join(config3.modelBasePath, ((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath) || "")); models2[1] = await loadModel((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath);
const inputs = Object.values(models2[1].modelSignature["inputs"]); const inputs = Object.values(models2[1].modelSignature["inputs"]);
inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models2[1] || !models2[1]["modelUrl"])
log("load model failed:", (_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", models2[1]["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models2[1]["modelUrl"]); log("cached model:", models2[1]["modelUrl"]);
return models2[1]; return models2[1];
@ -81025,16 +80961,12 @@ var skipped12 = Number.MAX_SAFE_INTEGER;
var lastCount8 = 0; var lastCount8 = 0;
var lastTime13 = 0; var lastTime13 = 0;
async function load14(config3) { async function load14(config3) {
var _a, _b; var _a;
if (env2.initial) if (env2.initial)
model14 = null; model14 = null;
if (!model14) { if (!model14)
model14 = await loadModel(join(config3.modelBasePath, ((_a = config3.face.liveness) == null ? void 0 : _a.modelPath) || "")); model14 = await loadModel((_a = config3.face.liveness) == null ? void 0 : _a.modelPath);
if (!model14 || !model14["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.liveness) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model14["modelUrl"]);
} else if (config3.debug)
log("cached model:", model14["modelUrl"]); log("cached model:", model14["modelUrl"]);
return model14; return model14;
} }
@ -81230,11 +81162,7 @@ async function load15(config3) {
model15 = null; model15 = null;
if (!model15) { if (!model15) {
fakeOps(["size"], config3); fakeOps(["size"], config3);
model15 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model15 = await loadModel(config3.body.modelPath);
if (!model15 || !model15["modelUrl"])
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model15["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model15["modelUrl"]); log("cached model:", model15["modelUrl"]);
inputSize8 = model15.inputs[0].shape ? model15.inputs[0].shape[2] : 0; inputSize8 = model15.inputs[0].shape ? model15.inputs[0].shape[2] : 0;
@ -81358,13 +81286,9 @@ var inputSize9 = 0;
var scaleBox = 2.5; var scaleBox = 2.5;
async function load16(config3) { async function load16(config3) {
if (!model16 || env2.initial) { if (!model16 || env2.initial) {
model16 = await loadModel2(join(config3.modelBasePath, config3.object.modelPath || "")); model16 = await loadModel(config3.object.modelPath);
const inputs = Object.values(model16.modelSignature["inputs"]); const inputs = Object.values(model16.modelSignature["inputs"]);
inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model16 || !model16["modelUrl"])
log("load model failed:", config3.object.modelPath);
else if (config3.debug)
log("load model:", model16["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model16["modelUrl"]); log("cached model:", model16["modelUrl"]);
return model16; return model16;
@ -81787,13 +81711,9 @@ async function predict17(input2, config3) {
return scaled; return scaled;
} }
async function load17(config3) { async function load17(config3) {
if (!model17 || env2.initial) { if (!model17 || env2.initial)
model17 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model17 = await loadModel(config3.body.modelPath);
if (!model17 || !model17["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model17["modelUrl"]);
} else if (config3.debug)
log("cached model:", model17["modelUrl"]); log("cached model:", model17["modelUrl"]);
return model17; return model17;
} }
@ -81802,13 +81722,9 @@ async function load17(config3) {
var model18; var model18;
var busy = false; var busy = false;
async function load18(config3) { async function load18(config3) {
if (!model18 || env2.initial) { if (!model18 || env2.initial)
model18 = await loadModel2(join(config3.modelBasePath, config3.segmentation.modelPath || "")); model18 = await loadModel(config3.segmentation.modelPath);
if (!model18 || !model18["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.segmentation.modelPath);
else if (config3.debug)
log("load model:", model18["modelUrl"]);
} else if (config3.debug)
log("cached model:", model18["modelUrl"]); log("cached model:", model18["modelUrl"]);
return model18; return model18;
} }
@ -84277,6 +84193,8 @@ var Human = class {
Object.seal(this.config); Object.seal(this.config);
if (userConfig) if (userConfig)
this.config = mergeDeep(this.config, userConfig); this.config = mergeDeep(this.config, userConfig);
this.config.cacheModels = typeof indexedDB !== "undefined";
setModelLoadOptions(this.config);
this.tf = tfjs_esm_exports; this.tf = tfjs_esm_exports;
this.state = "idle"; this.state = "idle";
__privateSet(this, _numTensors, 0); __privateSet(this, _numTensors, 0);

4
dist/human.esm.js.map vendored
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882
dist/human.js vendored
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4
dist/human.node-gpu.d.ts vendored
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@ -190,6 +190,10 @@ export declare interface Config {
* default: `../models/` for browsers and `file://models/` for nodejs * default: `../models/` for browsers and `file://models/` for nodejs
*/ */
modelBasePath: string; modelBasePath: string;
/** Cache models in IndexDB on first sucessfull load
* default: true if indexdb is available (browsers), false if its not (nodejs)
*/
cacheModels: boolean;
/** Cache sensitivity /** Cache sensitivity
* - values 0..1 where 0.01 means reset cache if input changed more than 1% * - values 0..1 where 0.01 means reset cache if input changed more than 1%
* - set to 0 to disable caching * - set to 0 to disable caching

322
dist/human.node-gpu.js vendored
View File

@ -152,6 +152,7 @@ function mergeDeep(...objects) {
var config = { var config = {
backend: "", backend: "",
modelBasePath: "", modelBasePath: "",
cacheModels: true,
wasmPath: "", wasmPath: "",
debug: true, debug: true,
async: true, async: true,
@ -1372,57 +1373,68 @@ var Env = class {
}; };
var env = new Env(); var env = new Env();
// src/tfjs/load.ts
var tf4 = __toESM(require_tfjs_esm());
var options = {
cacheModels: false,
verbose: true,
debug: false,
modelBasePath: ""
};
async function httpHandler(url, init2) {
if (options.debug)
log("load model fetch:", url, init2);
if (typeof fetch === "undefined") {
log("error loading model: fetch function is not defined:");
return null;
}
return fetch(url, init2);
}
function setModelLoadOptions(config3) {
options.cacheModels = config3.cacheModels;
options.verbose = config3.debug;
options.modelBasePath = config3.modelBasePath;
}
async function loadModel(modelPath) {
const modelUrl = join(options.modelBasePath, modelPath || "");
const modelPathSegments = modelUrl.split("/");
const cachedModelName = "indexeddb://" + modelPathSegments[modelPathSegments.length - 1].replace(".json", "");
const cachedModels = await tf4.io.listModels();
const modelCached = options.cacheModels && Object.keys(cachedModels).includes(cachedModelName);
const model18 = new tf4.GraphModel(modelCached ? cachedModelName : modelUrl, { fetchFunc: (url, init2) => httpHandler(url, init2) });
try {
model18.findIOHandler();
if (options.debug)
log("model load handler:", model18.handler);
const artifacts = await model18.handler.load();
model18.loadSync(artifacts);
if (options.verbose)
log("load model:", model18["modelUrl"]);
} catch (err) {
log("error loading model:", modelUrl, err);
}
if (options.cacheModels && !modelCached) {
try {
const saveResult = await model18.save(cachedModelName);
log("model saved:", cachedModelName, saveResult);
} catch (err) {
log("error saving model:", modelUrl, err);
}
}
return model18;
}
// src/human.ts // src/human.ts
var tf36 = __toESM(require_tfjs_esm()); var tf36 = __toESM(require_tfjs_esm());
// package.json // package.json
var version2 = "2.5.8"; var version2 = "2.6.0";
// src/tfjs/humangl.ts // src/tfjs/humangl.ts
var tf31 = __toESM(require_tfjs_esm()); var tf31 = __toESM(require_tfjs_esm());
// src/gear/gear.ts // src/gear/gear.ts
var tf5 = __toESM(require_tfjs_esm()); var tf5 = __toESM(require_tfjs_esm());
// src/tfjs/load.ts
var tf4 = __toESM(require_tfjs_esm());
var options = {
appName: "human",
autoSave: true,
verbose: true
};
async function httpHandler(url, init2) {
if (options.fetchFunc)
return options.fetchFunc(url, init2);
else
log("error: fetch function is not defined");
return null;
}
var tfLoadOptions = {
onProgress: (...args) => {
if (options.onProgress)
options.onProgress(...args);
else if (options.verbose)
log("load model progress:", ...args);
},
fetchFunc: (url, init2) => {
if (options.verbose)
log("load model fetch:", url, init2);
if (url.toString().toLowerCase().startsWith("http"))
return httpHandler(url, init2);
return null;
}
};
async function loadModel2(modelUrl, loadOptions) {
if (loadOptions)
options = mergeDeep(loadOptions);
if (!options.fetchFunc && typeof globalThis.fetch !== "undefined")
options.fetchFunc = globalThis.fetch;
const model18 = await tf4.loadGraphModel(modelUrl, tfLoadOptions);
return model18;
}
// src/gear/gear.ts
var model; var model;
var last2 = []; var last2 = [];
var raceNames = ["white", "black", "asian", "indian", "other"]; var raceNames = ["white", "black", "asian", "indian", "other"];
@ -1433,13 +1445,9 @@ var skipped = Number.MAX_SAFE_INTEGER;
async function load(config3) { async function load(config3) {
if (env.initial) if (env.initial)
model = null; model = null;
if (!model) { if (!model)
model = await loadModel2(join(config3.modelBasePath, config3.face["gear"].modelPath)); model = await loadModel(config3.face["gear"]);
if (!model || !model["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["gear"].modelPath);
else if (config3.debug)
log("load model:", model["modelUrl"]);
} else if (config3.debug)
log("cached model:", model["modelUrl"]); log("cached model:", model["modelUrl"]);
return model; return model;
} }
@ -1518,16 +1526,10 @@ var skipped2 = Number.MAX_SAFE_INTEGER;
async function load2(config3) { async function load2(config3) {
if (env.initial) if (env.initial)
model2 = null; model2 = null;
if (!model2) { if (!model2)
model2 = await loadModel2(join(config3.modelBasePath, config3.face["ssrnet"].modelPathAge)); model2 = await loadModel(config3.face["ssrnet"].modelPathAge);
if (!model2 || !model2["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["ssrnet"].modelPathAge); log("cached model:", model2["modelUrl"]);
else if (config3.debug)
log("load model:", model2["modelUrl"]);
} else {
if (config3.debug)
log("cached model:", model2["modelUrl"]);
}
return model2; return model2;
} }
async function predict2(image24, config3, idx, count2) { async function predict2(image24, config3, idx, count2) {
@ -1573,13 +1575,9 @@ var rgb = [0.2989, 0.587, 0.114];
async function load3(config3) { async function load3(config3) {
if (env.initial) if (env.initial)
model3 = null; model3 = null;
if (!model3) { if (!model3)
model3 = await loadModel2(join(config3.modelBasePath, config3.face["ssrnet"].modelPathGender)); model3 = await loadModel(config3.face["ssrnet"].modelPathGender);
if (!model3 || !model3["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["ssrnet"].modelPathGender);
else if (config3.debug)
log("load model:", model3["modelUrl"]);
} else if (config3.debug)
log("cached model:", model3["modelUrl"]); log("cached model:", model3["modelUrl"]);
return model3; return model3;
} }
@ -1630,16 +1628,12 @@ var skipped4 = Number.MAX_SAFE_INTEGER;
var lastCount4 = 0; var lastCount4 = 0;
var lastTime4 = 0; var lastTime4 = 0;
async function load4(config3) { async function load4(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model4 = null; model4 = null;
if (!model4) { if (!model4)
model4 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.antispoof) == null ? void 0 : _a.modelPath) || "")); model4 = await loadModel((_a = config3.face.antispoof) == null ? void 0 : _a.modelPath);
if (!model4 || !model4["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.antispoof) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model4["modelUrl"]);
} else if (config3.debug)
log("cached model:", model4["modelUrl"]); log("cached model:", model4["modelUrl"]);
return model4; return model4;
} }
@ -5128,16 +5122,12 @@ var inputSize = 0;
var inputSizeT = null; var inputSizeT = null;
var size = () => inputSize; var size = () => inputSize;
async function load5(config3) { async function load5(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model5 = null; model5 = null;
if (!model5) { if (!model5)
model5 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.detector) == null ? void 0 : _a.modelPath) || "")); model5 = await loadModel((_a = config3.face.detector) == null ? void 0 : _a.modelPath);
if (!model5 || !model5["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.detector) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model5["modelUrl"]);
} else if (config3.debug)
log("cached model:", model5["modelUrl"]); log("cached model:", model5["modelUrl"]);
inputSize = model5.inputs[0].shape ? model5.inputs[0].shape[2] : 0; inputSize = model5.inputs[0].shape ? model5.inputs[0].shape[2] : 0;
inputSizeT = tf11.scalar(inputSize, "int32"); inputSizeT = tf11.scalar(inputSize, "int32");
@ -5370,14 +5360,10 @@ async function loadDetect(config3) {
if (env3.initial) if (env3.initial)
models.detector = null; models.detector = null;
if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") { if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") {
models.detector = await loadModel2(join(config3.modelBasePath, config3.body["detector"]["modelPath"] || "")); models.detector = await loadModel(config3.body["detector"]["modelPath"]);
const inputs = Object.values(models.detector.modelSignature["inputs"]); const inputs = Object.values(models.detector.modelSignature["inputs"]);
inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.detector || !models.detector["modelUrl"])
log("load model failed:", config3.body["detector"]["modelPath"]);
else if (config3.debug)
log("load model:", models.detector["modelUrl"]);
} else if (config3.debug && models.detector) } else if (config3.debug && models.detector)
log("cached model:", models.detector["modelUrl"]); log("cached model:", models.detector["modelUrl"]);
await createAnchors(); await createAnchors();
@ -5387,14 +5373,10 @@ async function loadPose(config3) {
if (env3.initial) if (env3.initial)
models.landmarks = null; models.landmarks = null;
if (!models.landmarks) { if (!models.landmarks) {
models.landmarks = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); models.landmarks = await loadModel(config3.body.modelPath);
const inputs = Object.values(models.landmarks.modelSignature["inputs"]); const inputs = Object.values(models.landmarks.modelSignature["inputs"]);
inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.landmarks || !models.landmarks["modelUrl"])
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", models.landmarks["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models.landmarks["modelUrl"]); log("cached model:", models.landmarks["modelUrl"]);
return models.landmarks; return models.landmarks;
@ -5622,13 +5604,9 @@ async function load6(config3) {
if (env.initial) if (env.initial)
model6 = null; model6 = null;
if (!model6) { if (!model6) {
model6 = await loadModel2(join(config3.modelBasePath, config3.object.modelPath || "")); model6 = await loadModel(config3.object.modelPath);
const inputs = Object.values(model6.modelSignature["inputs"]); const inputs = Object.values(model6.modelSignature["inputs"]);
inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model6 || !model6["modelUrl"])
log("load model failed:", config3.object.modelPath);
else if (config3.debug)
log("load model:", model6["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model6["modelUrl"]); log("cached model:", model6["modelUrl"]);
return model6; return model6;
@ -5738,13 +5716,9 @@ var skipped7 = Number.MAX_SAFE_INTEGER;
async function load7(config3) { async function load7(config3) {
if (env.initial) if (env.initial)
model7 = null; model7 = null;
if (!model7) { if (!model7)
model7 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model7 = await loadModel(config3.body.modelPath);
if (!model7 || !model7["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model7["modelUrl"]);
} else if (config3.debug)
log("cached model:", model7["modelUrl"]); log("cached model:", model7["modelUrl"]);
return model7; return model7;
} }
@ -5853,16 +5827,12 @@ var lastCount5 = 0;
var lastTime8 = 0; var lastTime8 = 0;
var skipped8 = Number.MAX_SAFE_INTEGER; var skipped8 = Number.MAX_SAFE_INTEGER;
async function load8(config3) { async function load8(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model8 = null; model8 = null;
if (!model8) { if (!model8)
model8 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.emotion) == null ? void 0 : _a.modelPath) || "")); model8 = await loadModel((_a = config3.face.emotion) == null ? void 0 : _a.modelPath);
if (!model8 || !model8["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.emotion) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model8["modelUrl"]);
} else if (config3.debug)
log("cached model:", model8["modelUrl"]); log("cached model:", model8["modelUrl"]);
return model8; return model8;
} }
@ -5912,17 +5882,12 @@ var lastCount6 = 0;
var lastTime9 = 0; var lastTime9 = 0;
var skipped9 = Number.MAX_SAFE_INTEGER; var skipped9 = Number.MAX_SAFE_INTEGER;
async function load9(config3) { async function load9(config3) {
const modelUrl = join(config3.modelBasePath, config3.face["mobilefacenet"].modelPath);
if (env.initial) if (env.initial)
model9 = null; model9 = null;
if (!model9) { if (!model9)
model9 = await loadModel2(modelUrl); model9 = await loadModel(config3.face["mobilefacenet"].modelPath);
if (!model9) else if (config3.debug)
log("load model failed:", config3.face["mobilefacenet"].modelPath); log("cached model:", model9["modelUrl"]);
else if (config3.debug)
log("load model:", modelUrl);
} else if (config3.debug)
log("cached model:", modelUrl);
return model9; return model9;
} }
async function predict9(input, config3, idx, count2) { async function predict9(input, config3, idx, count2) {
@ -5973,16 +5938,12 @@ var irisLandmarks = {
numCoordinates: 76 numCoordinates: 76
}; };
async function load10(config3) { async function load10(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model10 = null; model10 = null;
if (!model10) { if (!model10)
model10 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.iris) == null ? void 0 : _a.modelPath) || "")); model10 = await loadModel((_a = config3.face.iris) == null ? void 0 : _a.modelPath);
if (!model10 || !model10["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.iris) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model10["modelUrl"]);
} else if (config3.debug)
log("cached model:", model10["modelUrl"]); log("cached model:", model10["modelUrl"]);
inputSize5 = model10.inputs[0].shape ? model10.inputs[0].shape[2] : 0; inputSize5 = model10.inputs[0].shape ? model10.inputs[0].shape[2] : 0;
if (inputSize5 === -1) if (inputSize5 === -1)
@ -6178,16 +6139,12 @@ async function predict10(input, config3) {
return faces; return faces;
} }
async function load11(config3) { async function load11(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model11 = null; model11 = null;
if (!model11) { if (!model11)
model11 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.mesh) == null ? void 0 : _a.modelPath) || "")); model11 = await loadModel((_a = config3.face.mesh) == null ? void 0 : _a.modelPath);
if (!model11 || !model11["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.mesh) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model11["modelUrl"]);
} else if (config3.debug)
log("cached model:", model11["modelUrl"]); log("cached model:", model11["modelUrl"]);
inputSize6 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0; inputSize6 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0;
return model11; return model11;
@ -6203,18 +6160,13 @@ var lastTime10 = 0;
var lastCount7 = 0; var lastCount7 = 0;
var skipped10 = Number.MAX_SAFE_INTEGER; var skipped10 = Number.MAX_SAFE_INTEGER;
async function load12(config3) { async function load12(config3) {
var _a, _b; var _a;
const modelUrl = join(config3.modelBasePath, ((_a = config3.face.description) == null ? void 0 : _a.modelPath) || "");
if (env.initial) if (env.initial)
model12 = null; model12 = null;
if (!model12) { if (!model12)
model12 = await loadModel2(modelUrl); model12 = await loadModel((_a = config3.face.description) == null ? void 0 : _a.modelPath);
if (!model12) else if (config3.debug)
log("load model failed:", ((_b = config3.face.description) == null ? void 0 : _b.modelPath) || ""); log("cached model:", model12["modelUrl"]);
else if (config3.debug)
log("load model:", modelUrl);
} else if (config3.debug)
log("cached model:", modelUrl);
return model12; return model12;
} }
function enhance(input) { function enhance(input) {
@ -10036,26 +9988,16 @@ async function predict12(input, config3) {
return hands; return hands;
} }
async function load13(config3) { async function load13(config3) {
var _a, _b, _c, _d; var _a, _b;
if (env.initial) { if (env.initial) {
handDetectorModel = null; handDetectorModel = null;
handPoseModel = null; handPoseModel = null;
} }
if (!handDetectorModel || !handPoseModel) { if (!handDetectorModel || !handPoseModel) {
[handDetectorModel, handPoseModel] = await Promise.all([ [handDetectorModel, handPoseModel] = await Promise.all([
config3.hand.enabled ? loadModel2(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || "")) : null, config3.hand.enabled ? loadModel((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) : null,
config3.hand.landmarks ? loadModel2(join(config3.modelBasePath, ((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) || "")) : null config3.hand.landmarks ? loadModel((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) : null
]); ]);
if (config3.hand.enabled) {
if (!handDetectorModel || !handDetectorModel["modelUrl"])
log("load model failed:", ((_c = config3.hand.detector) == null ? void 0 : _c.modelPath) || "");
else if (config3.debug)
log("load model:", handDetectorModel["modelUrl"]);
if (!handPoseModel || !handPoseModel["modelUrl"])
log("load model failed:", ((_d = config3.hand.skeleton) == null ? void 0 : _d.modelPath) || "");
else if (config3.debug)
log("load model:", handPoseModel["modelUrl"]);
}
} else { } else {
if (config3.debug) if (config3.debug)
log("cached model:", handDetectorModel["modelUrl"]); log("cached model:", handDetectorModel["modelUrl"]);
@ -10094,36 +10036,28 @@ var fingerMap = {
palm: [0, 17, 13, 9, 5, 1, 0] palm: [0, 17, 13, 9, 5, 1, 0]
}; };
async function loadDetect2(config3) { async function loadDetect2(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
models2[0] = null; models2[0] = null;
if (!models2[0]) { if (!models2[0]) {
fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3); fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3);
models2[0] = await loadModel2(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || "")); models2[0] = await loadModel((_a = config3.hand.detector) == null ? void 0 : _a.modelPath);
const inputs = Object.values(models2[0].modelSignature["inputs"]); const inputs = Object.values(models2[0].modelSignature["inputs"]);
inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models2[0] || !models2[0]["modelUrl"])
log("load model failed:", (_b = config3.hand.detector) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", models2[0]["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models2[0]["modelUrl"]); log("cached model:", models2[0]["modelUrl"]);
return models2[0]; return models2[0];
} }
async function loadSkeleton(config3) { async function loadSkeleton(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
models2[1] = null; models2[1] = null;
if (!models2[1]) { if (!models2[1]) {
models2[1] = await loadModel2(join(config3.modelBasePath, ((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath) || "")); models2[1] = await loadModel((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath);
const inputs = Object.values(models2[1].modelSignature["inputs"]); const inputs = Object.values(models2[1].modelSignature["inputs"]);
inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models2[1] || !models2[1]["modelUrl"])
log("load model failed:", (_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", models2[1]["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models2[1]["modelUrl"]); log("cached model:", models2[1]["modelUrl"]);
return models2[1]; return models2[1];
@ -10261,16 +10195,12 @@ var skipped12 = Number.MAX_SAFE_INTEGER;
var lastCount8 = 0; var lastCount8 = 0;
var lastTime13 = 0; var lastTime13 = 0;
async function load14(config3) { async function load14(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model13 = null; model13 = null;
if (!model13) { if (!model13)
model13 = await loadModel(join(config3.modelBasePath, ((_a = config3.face.liveness) == null ? void 0 : _a.modelPath) || "")); model13 = await loadModel((_a = config3.face.liveness) == null ? void 0 : _a.modelPath);
if (!model13 || !model13["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.liveness) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model13["modelUrl"]);
} else if (config3.debug)
log("cached model:", model13["modelUrl"]); log("cached model:", model13["modelUrl"]);
return model13; return model13;
} }
@ -10470,11 +10400,7 @@ async function load15(config3) {
model14 = null; model14 = null;
if (!model14) { if (!model14) {
fakeOps(["size"], config3); fakeOps(["size"], config3);
model14 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model14 = await loadModel(config3.body.modelPath);
if (!model14 || !model14["modelUrl"])
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model14["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model14["modelUrl"]); log("cached model:", model14["modelUrl"]);
inputSize8 = model14.inputs[0].shape ? model14.inputs[0].shape[2] : 0; inputSize8 = model14.inputs[0].shape ? model14.inputs[0].shape[2] : 0;
@ -10599,13 +10525,9 @@ var inputSize9 = 0;
var scaleBox = 2.5; var scaleBox = 2.5;
async function load16(config3) { async function load16(config3) {
if (!model15 || env.initial) { if (!model15 || env.initial) {
model15 = await loadModel2(join(config3.modelBasePath, config3.object.modelPath || "")); model15 = await loadModel(config3.object.modelPath);
const inputs = Object.values(model15.modelSignature["inputs"]); const inputs = Object.values(model15.modelSignature["inputs"]);
inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model15 || !model15["modelUrl"])
log("load model failed:", config3.object.modelPath);
else if (config3.debug)
log("load model:", model15["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model15["modelUrl"]); log("cached model:", model15["modelUrl"]);
return model15; return model15;
@ -11031,13 +10953,9 @@ async function predict17(input, config3) {
return scaled; return scaled;
} }
async function load17(config3) { async function load17(config3) {
if (!model16 || env.initial) { if (!model16 || env.initial)
model16 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model16 = await loadModel(config3.body.modelPath);
if (!model16 || !model16["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model16["modelUrl"]);
} else if (config3.debug)
log("cached model:", model16["modelUrl"]); log("cached model:", model16["modelUrl"]);
return model16; return model16;
} }
@ -11047,13 +10965,9 @@ var tf30 = __toESM(require_tfjs_esm());
var model17; var model17;
var busy = false; var busy = false;
async function load18(config3) { async function load18(config3) {
if (!model17 || env.initial) { if (!model17 || env.initial)
model17 = await loadModel2(join(config3.modelBasePath, config3.segmentation.modelPath || "")); model17 = await loadModel(config3.segmentation.modelPath);
if (!model17 || !model17["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.segmentation.modelPath);
else if (config3.debug)
log("load model:", model17["modelUrl"]);
} else if (config3.debug)
log("cached model:", model17["modelUrl"]); log("cached model:", model17["modelUrl"]);
return model17; return model17;
} }
@ -13528,6 +13442,8 @@ var Human = class {
Object.seal(this.config); Object.seal(this.config);
if (userConfig) if (userConfig)
this.config = mergeDeep(this.config, userConfig); this.config = mergeDeep(this.config, userConfig);
this.config.cacheModels = typeof indexedDB !== "undefined";
setModelLoadOptions(this.config);
this.tf = tf36; this.tf = tf36;
this.state = "idle"; this.state = "idle";
__privateSet(this, _numTensors, 0); __privateSet(this, _numTensors, 0);

4
dist/human.node-wasm.d.ts vendored
View File

@ -190,6 +190,10 @@ export declare interface Config {
* default: `../models/` for browsers and `file://models/` for nodejs * default: `../models/` for browsers and `file://models/` for nodejs
*/ */
modelBasePath: string; modelBasePath: string;
/** Cache models in IndexDB on first sucessfull load
* default: true if indexdb is available (browsers), false if its not (nodejs)
*/
cacheModels: boolean;
/** Cache sensitivity /** Cache sensitivity
* - values 0..1 where 0.01 means reset cache if input changed more than 1% * - values 0..1 where 0.01 means reset cache if input changed more than 1%
* - set to 0 to disable caching * - set to 0 to disable caching

322
dist/human.node-wasm.js vendored
View File

@ -153,6 +153,7 @@ function mergeDeep(...objects) {
var config = { var config = {
backend: "", backend: "",
modelBasePath: "", modelBasePath: "",
cacheModels: true,
wasmPath: "", wasmPath: "",
debug: true, debug: true,
async: true, async: true,
@ -1373,57 +1374,68 @@ var Env = class {
}; };
var env = new Env(); var env = new Env();
// src/tfjs/load.ts
var tf4 = __toESM(require_tfjs_esm());
var options = {
cacheModels: false,
verbose: true,
debug: false,
modelBasePath: ""
};
async function httpHandler(url, init2) {
if (options.debug)
log("load model fetch:", url, init2);
if (typeof fetch === "undefined") {
log("error loading model: fetch function is not defined:");
return null;
}
return fetch(url, init2);
}
function setModelLoadOptions(config3) {
options.cacheModels = config3.cacheModels;
options.verbose = config3.debug;
options.modelBasePath = config3.modelBasePath;
}
async function loadModel(modelPath) {
const modelUrl = join(options.modelBasePath, modelPath || "");
const modelPathSegments = modelUrl.split("/");
const cachedModelName = "indexeddb://" + modelPathSegments[modelPathSegments.length - 1].replace(".json", "");
const cachedModels = await tf4.io.listModels();
const modelCached = options.cacheModels && Object.keys(cachedModels).includes(cachedModelName);
const model18 = new tf4.GraphModel(modelCached ? cachedModelName : modelUrl, { fetchFunc: (url, init2) => httpHandler(url, init2) });
try {
model18.findIOHandler();
if (options.debug)
log("model load handler:", model18.handler);
const artifacts = await model18.handler.load();
model18.loadSync(artifacts);
if (options.verbose)
log("load model:", model18["modelUrl"]);
} catch (err) {
log("error loading model:", modelUrl, err);
}
if (options.cacheModels && !modelCached) {
try {
const saveResult = await model18.save(cachedModelName);
log("model saved:", cachedModelName, saveResult);
} catch (err) {
log("error saving model:", modelUrl, err);
}
}
return model18;
}
// src/human.ts // src/human.ts
var tf36 = __toESM(require_tfjs_esm()); var tf36 = __toESM(require_tfjs_esm());
// package.json // package.json
var version2 = "2.5.8"; var version2 = "2.6.0";
// src/tfjs/humangl.ts // src/tfjs/humangl.ts
var tf31 = __toESM(require_tfjs_esm()); var tf31 = __toESM(require_tfjs_esm());
// src/gear/gear.ts // src/gear/gear.ts
var tf5 = __toESM(require_tfjs_esm()); var tf5 = __toESM(require_tfjs_esm());
// src/tfjs/load.ts
var tf4 = __toESM(require_tfjs_esm());
var options = {
appName: "human",
autoSave: true,
verbose: true
};
async function httpHandler(url, init2) {
if (options.fetchFunc)
return options.fetchFunc(url, init2);
else
log("error: fetch function is not defined");
return null;
}
var tfLoadOptions = {
onProgress: (...args) => {
if (options.onProgress)
options.onProgress(...args);
else if (options.verbose)
log("load model progress:", ...args);
},
fetchFunc: (url, init2) => {
if (options.verbose)
log("load model fetch:", url, init2);
if (url.toString().toLowerCase().startsWith("http"))
return httpHandler(url, init2);
return null;
}
};
async function loadModel2(modelUrl, loadOptions) {
if (loadOptions)
options = mergeDeep(loadOptions);
if (!options.fetchFunc && typeof globalThis.fetch !== "undefined")
options.fetchFunc = globalThis.fetch;
const model18 = await tf4.loadGraphModel(modelUrl, tfLoadOptions);
return model18;
}
// src/gear/gear.ts
var model; var model;
var last2 = []; var last2 = [];
var raceNames = ["white", "black", "asian", "indian", "other"]; var raceNames = ["white", "black", "asian", "indian", "other"];
@ -1434,13 +1446,9 @@ var skipped = Number.MAX_SAFE_INTEGER;
async function load(config3) { async function load(config3) {
if (env.initial) if (env.initial)
model = null; model = null;
if (!model) { if (!model)
model = await loadModel2(join(config3.modelBasePath, config3.face["gear"].modelPath)); model = await loadModel(config3.face["gear"]);
if (!model || !model["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["gear"].modelPath);
else if (config3.debug)
log("load model:", model["modelUrl"]);
} else if (config3.debug)
log("cached model:", model["modelUrl"]); log("cached model:", model["modelUrl"]);
return model; return model;
} }
@ -1519,16 +1527,10 @@ var skipped2 = Number.MAX_SAFE_INTEGER;
async function load2(config3) { async function load2(config3) {
if (env.initial) if (env.initial)
model2 = null; model2 = null;
if (!model2) { if (!model2)
model2 = await loadModel2(join(config3.modelBasePath, config3.face["ssrnet"].modelPathAge)); model2 = await loadModel(config3.face["ssrnet"].modelPathAge);
if (!model2 || !model2["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["ssrnet"].modelPathAge); log("cached model:", model2["modelUrl"]);
else if (config3.debug)
log("load model:", model2["modelUrl"]);
} else {
if (config3.debug)
log("cached model:", model2["modelUrl"]);
}
return model2; return model2;
} }
async function predict2(image24, config3, idx, count2) { async function predict2(image24, config3, idx, count2) {
@ -1574,13 +1576,9 @@ var rgb = [0.2989, 0.587, 0.114];
async function load3(config3) { async function load3(config3) {
if (env.initial) if (env.initial)
model3 = null; model3 = null;
if (!model3) { if (!model3)
model3 = await loadModel2(join(config3.modelBasePath, config3.face["ssrnet"].modelPathGender)); model3 = await loadModel(config3.face["ssrnet"].modelPathGender);
if (!model3 || !model3["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["ssrnet"].modelPathGender);
else if (config3.debug)
log("load model:", model3["modelUrl"]);
} else if (config3.debug)
log("cached model:", model3["modelUrl"]); log("cached model:", model3["modelUrl"]);
return model3; return model3;
} }
@ -1631,16 +1629,12 @@ var skipped4 = Number.MAX_SAFE_INTEGER;
var lastCount4 = 0; var lastCount4 = 0;
var lastTime4 = 0; var lastTime4 = 0;
async function load4(config3) { async function load4(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model4 = null; model4 = null;
if (!model4) { if (!model4)
model4 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.antispoof) == null ? void 0 : _a.modelPath) || "")); model4 = await loadModel((_a = config3.face.antispoof) == null ? void 0 : _a.modelPath);
if (!model4 || !model4["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.antispoof) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model4["modelUrl"]);
} else if (config3.debug)
log("cached model:", model4["modelUrl"]); log("cached model:", model4["modelUrl"]);
return model4; return model4;
} }
@ -5129,16 +5123,12 @@ var inputSize = 0;
var inputSizeT = null; var inputSizeT = null;
var size = () => inputSize; var size = () => inputSize;
async function load5(config3) { async function load5(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model5 = null; model5 = null;
if (!model5) { if (!model5)
model5 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.detector) == null ? void 0 : _a.modelPath) || "")); model5 = await loadModel((_a = config3.face.detector) == null ? void 0 : _a.modelPath);
if (!model5 || !model5["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.detector) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model5["modelUrl"]);
} else if (config3.debug)
log("cached model:", model5["modelUrl"]); log("cached model:", model5["modelUrl"]);
inputSize = model5.inputs[0].shape ? model5.inputs[0].shape[2] : 0; inputSize = model5.inputs[0].shape ? model5.inputs[0].shape[2] : 0;
inputSizeT = tf11.scalar(inputSize, "int32"); inputSizeT = tf11.scalar(inputSize, "int32");
@ -5371,14 +5361,10 @@ async function loadDetect(config3) {
if (env3.initial) if (env3.initial)
models.detector = null; models.detector = null;
if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") { if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") {
models.detector = await loadModel2(join(config3.modelBasePath, config3.body["detector"]["modelPath"] || "")); models.detector = await loadModel(config3.body["detector"]["modelPath"]);
const inputs = Object.values(models.detector.modelSignature["inputs"]); const inputs = Object.values(models.detector.modelSignature["inputs"]);
inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.detector || !models.detector["modelUrl"])
log("load model failed:", config3.body["detector"]["modelPath"]);
else if (config3.debug)
log("load model:", models.detector["modelUrl"]);
} else if (config3.debug && models.detector) } else if (config3.debug && models.detector)
log("cached model:", models.detector["modelUrl"]); log("cached model:", models.detector["modelUrl"]);
await createAnchors(); await createAnchors();
@ -5388,14 +5374,10 @@ async function loadPose(config3) {
if (env3.initial) if (env3.initial)
models.landmarks = null; models.landmarks = null;
if (!models.landmarks) { if (!models.landmarks) {
models.landmarks = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); models.landmarks = await loadModel(config3.body.modelPath);
const inputs = Object.values(models.landmarks.modelSignature["inputs"]); const inputs = Object.values(models.landmarks.modelSignature["inputs"]);
inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.landmarks || !models.landmarks["modelUrl"])
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", models.landmarks["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models.landmarks["modelUrl"]); log("cached model:", models.landmarks["modelUrl"]);
return models.landmarks; return models.landmarks;
@ -5623,13 +5605,9 @@ async function load6(config3) {
if (env.initial) if (env.initial)
model6 = null; model6 = null;
if (!model6) { if (!model6) {
model6 = await loadModel2(join(config3.modelBasePath, config3.object.modelPath || "")); model6 = await loadModel(config3.object.modelPath);
const inputs = Object.values(model6.modelSignature["inputs"]); const inputs = Object.values(model6.modelSignature["inputs"]);
inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model6 || !model6["modelUrl"])
log("load model failed:", config3.object.modelPath);
else if (config3.debug)
log("load model:", model6["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model6["modelUrl"]); log("cached model:", model6["modelUrl"]);
return model6; return model6;
@ -5739,13 +5717,9 @@ var skipped7 = Number.MAX_SAFE_INTEGER;
async function load7(config3) { async function load7(config3) {
if (env.initial) if (env.initial)
model7 = null; model7 = null;
if (!model7) { if (!model7)
model7 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model7 = await loadModel(config3.body.modelPath);
if (!model7 || !model7["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model7["modelUrl"]);
} else if (config3.debug)
log("cached model:", model7["modelUrl"]); log("cached model:", model7["modelUrl"]);
return model7; return model7;
} }
@ -5854,16 +5828,12 @@ var lastCount5 = 0;
var lastTime8 = 0; var lastTime8 = 0;
var skipped8 = Number.MAX_SAFE_INTEGER; var skipped8 = Number.MAX_SAFE_INTEGER;
async function load8(config3) { async function load8(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model8 = null; model8 = null;
if (!model8) { if (!model8)
model8 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.emotion) == null ? void 0 : _a.modelPath) || "")); model8 = await loadModel((_a = config3.face.emotion) == null ? void 0 : _a.modelPath);
if (!model8 || !model8["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.emotion) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model8["modelUrl"]);
} else if (config3.debug)
log("cached model:", model8["modelUrl"]); log("cached model:", model8["modelUrl"]);
return model8; return model8;
} }
@ -5913,17 +5883,12 @@ var lastCount6 = 0;
var lastTime9 = 0; var lastTime9 = 0;
var skipped9 = Number.MAX_SAFE_INTEGER; var skipped9 = Number.MAX_SAFE_INTEGER;
async function load9(config3) { async function load9(config3) {
const modelUrl = join(config3.modelBasePath, config3.face["mobilefacenet"].modelPath);
if (env.initial) if (env.initial)
model9 = null; model9 = null;
if (!model9) { if (!model9)
model9 = await loadModel2(modelUrl); model9 = await loadModel(config3.face["mobilefacenet"].modelPath);
if (!model9) else if (config3.debug)
log("load model failed:", config3.face["mobilefacenet"].modelPath); log("cached model:", model9["modelUrl"]);
else if (config3.debug)
log("load model:", modelUrl);
} else if (config3.debug)
log("cached model:", modelUrl);
return model9; return model9;
} }
async function predict9(input, config3, idx, count2) { async function predict9(input, config3, idx, count2) {
@ -5974,16 +5939,12 @@ var irisLandmarks = {
numCoordinates: 76 numCoordinates: 76
}; };
async function load10(config3) { async function load10(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model10 = null; model10 = null;
if (!model10) { if (!model10)
model10 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.iris) == null ? void 0 : _a.modelPath) || "")); model10 = await loadModel((_a = config3.face.iris) == null ? void 0 : _a.modelPath);
if (!model10 || !model10["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.iris) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model10["modelUrl"]);
} else if (config3.debug)
log("cached model:", model10["modelUrl"]); log("cached model:", model10["modelUrl"]);
inputSize5 = model10.inputs[0].shape ? model10.inputs[0].shape[2] : 0; inputSize5 = model10.inputs[0].shape ? model10.inputs[0].shape[2] : 0;
if (inputSize5 === -1) if (inputSize5 === -1)
@ -6179,16 +6140,12 @@ async function predict10(input, config3) {
return faces; return faces;
} }
async function load11(config3) { async function load11(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model11 = null; model11 = null;
if (!model11) { if (!model11)
model11 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.mesh) == null ? void 0 : _a.modelPath) || "")); model11 = await loadModel((_a = config3.face.mesh) == null ? void 0 : _a.modelPath);
if (!model11 || !model11["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.mesh) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model11["modelUrl"]);
} else if (config3.debug)
log("cached model:", model11["modelUrl"]); log("cached model:", model11["modelUrl"]);
inputSize6 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0; inputSize6 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0;
return model11; return model11;
@ -6204,18 +6161,13 @@ var lastTime10 = 0;
var lastCount7 = 0; var lastCount7 = 0;
var skipped10 = Number.MAX_SAFE_INTEGER; var skipped10 = Number.MAX_SAFE_INTEGER;
async function load12(config3) { async function load12(config3) {
var _a, _b; var _a;
const modelUrl = join(config3.modelBasePath, ((_a = config3.face.description) == null ? void 0 : _a.modelPath) || "");
if (env.initial) if (env.initial)
model12 = null; model12 = null;
if (!model12) { if (!model12)
model12 = await loadModel2(modelUrl); model12 = await loadModel((_a = config3.face.description) == null ? void 0 : _a.modelPath);
if (!model12) else if (config3.debug)
log("load model failed:", ((_b = config3.face.description) == null ? void 0 : _b.modelPath) || ""); log("cached model:", model12["modelUrl"]);
else if (config3.debug)
log("load model:", modelUrl);
} else if (config3.debug)
log("cached model:", modelUrl);
return model12; return model12;
} }
function enhance(input) { function enhance(input) {
@ -10037,26 +9989,16 @@ async function predict12(input, config3) {
return hands; return hands;
} }
async function load13(config3) { async function load13(config3) {
var _a, _b, _c, _d; var _a, _b;
if (env.initial) { if (env.initial) {
handDetectorModel = null; handDetectorModel = null;
handPoseModel = null; handPoseModel = null;
} }
if (!handDetectorModel || !handPoseModel) { if (!handDetectorModel || !handPoseModel) {
[handDetectorModel, handPoseModel] = await Promise.all([ [handDetectorModel, handPoseModel] = await Promise.all([
config3.hand.enabled ? loadModel2(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || "")) : null, config3.hand.enabled ? loadModel((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) : null,
config3.hand.landmarks ? loadModel2(join(config3.modelBasePath, ((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) || "")) : null config3.hand.landmarks ? loadModel((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) : null
]); ]);
if (config3.hand.enabled) {
if (!handDetectorModel || !handDetectorModel["modelUrl"])
log("load model failed:", ((_c = config3.hand.detector) == null ? void 0 : _c.modelPath) || "");
else if (config3.debug)
log("load model:", handDetectorModel["modelUrl"]);
if (!handPoseModel || !handPoseModel["modelUrl"])
log("load model failed:", ((_d = config3.hand.skeleton) == null ? void 0 : _d.modelPath) || "");
else if (config3.debug)
log("load model:", handPoseModel["modelUrl"]);
}
} else { } else {
if (config3.debug) if (config3.debug)
log("cached model:", handDetectorModel["modelUrl"]); log("cached model:", handDetectorModel["modelUrl"]);
@ -10095,36 +10037,28 @@ var fingerMap = {
palm: [0, 17, 13, 9, 5, 1, 0] palm: [0, 17, 13, 9, 5, 1, 0]
}; };
async function loadDetect2(config3) { async function loadDetect2(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
models2[0] = null; models2[0] = null;
if (!models2[0]) { if (!models2[0]) {
fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3); fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3);
models2[0] = await loadModel2(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || "")); models2[0] = await loadModel((_a = config3.hand.detector) == null ? void 0 : _a.modelPath);
const inputs = Object.values(models2[0].modelSignature["inputs"]); const inputs = Object.values(models2[0].modelSignature["inputs"]);
inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models2[0] || !models2[0]["modelUrl"])
log("load model failed:", (_b = config3.hand.detector) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", models2[0]["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models2[0]["modelUrl"]); log("cached model:", models2[0]["modelUrl"]);
return models2[0]; return models2[0];
} }
async function loadSkeleton(config3) { async function loadSkeleton(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
models2[1] = null; models2[1] = null;
if (!models2[1]) { if (!models2[1]) {
models2[1] = await loadModel2(join(config3.modelBasePath, ((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath) || "")); models2[1] = await loadModel((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath);
const inputs = Object.values(models2[1].modelSignature["inputs"]); const inputs = Object.values(models2[1].modelSignature["inputs"]);
inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models2[1] || !models2[1]["modelUrl"])
log("load model failed:", (_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", models2[1]["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models2[1]["modelUrl"]); log("cached model:", models2[1]["modelUrl"]);
return models2[1]; return models2[1];
@ -10262,16 +10196,12 @@ var skipped12 = Number.MAX_SAFE_INTEGER;
var lastCount8 = 0; var lastCount8 = 0;
var lastTime13 = 0; var lastTime13 = 0;
async function load14(config3) { async function load14(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model13 = null; model13 = null;
if (!model13) { if (!model13)
model13 = await loadModel(join(config3.modelBasePath, ((_a = config3.face.liveness) == null ? void 0 : _a.modelPath) || "")); model13 = await loadModel((_a = config3.face.liveness) == null ? void 0 : _a.modelPath);
if (!model13 || !model13["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.liveness) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model13["modelUrl"]);
} else if (config3.debug)
log("cached model:", model13["modelUrl"]); log("cached model:", model13["modelUrl"]);
return model13; return model13;
} }
@ -10471,11 +10401,7 @@ async function load15(config3) {
model14 = null; model14 = null;
if (!model14) { if (!model14) {
fakeOps(["size"], config3); fakeOps(["size"], config3);
model14 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model14 = await loadModel(config3.body.modelPath);
if (!model14 || !model14["modelUrl"])
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model14["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model14["modelUrl"]); log("cached model:", model14["modelUrl"]);
inputSize8 = model14.inputs[0].shape ? model14.inputs[0].shape[2] : 0; inputSize8 = model14.inputs[0].shape ? model14.inputs[0].shape[2] : 0;
@ -10600,13 +10526,9 @@ var inputSize9 = 0;
var scaleBox = 2.5; var scaleBox = 2.5;
async function load16(config3) { async function load16(config3) {
if (!model15 || env.initial) { if (!model15 || env.initial) {
model15 = await loadModel2(join(config3.modelBasePath, config3.object.modelPath || "")); model15 = await loadModel(config3.object.modelPath);
const inputs = Object.values(model15.modelSignature["inputs"]); const inputs = Object.values(model15.modelSignature["inputs"]);
inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model15 || !model15["modelUrl"])
log("load model failed:", config3.object.modelPath);
else if (config3.debug)
log("load model:", model15["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model15["modelUrl"]); log("cached model:", model15["modelUrl"]);
return model15; return model15;
@ -11032,13 +10954,9 @@ async function predict17(input, config3) {
return scaled; return scaled;
} }
async function load17(config3) { async function load17(config3) {
if (!model16 || env.initial) { if (!model16 || env.initial)
model16 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model16 = await loadModel(config3.body.modelPath);
if (!model16 || !model16["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model16["modelUrl"]);
} else if (config3.debug)
log("cached model:", model16["modelUrl"]); log("cached model:", model16["modelUrl"]);
return model16; return model16;
} }
@ -11048,13 +10966,9 @@ var tf30 = __toESM(require_tfjs_esm());
var model17; var model17;
var busy = false; var busy = false;
async function load18(config3) { async function load18(config3) {
if (!model17 || env.initial) { if (!model17 || env.initial)
model17 = await loadModel2(join(config3.modelBasePath, config3.segmentation.modelPath || "")); model17 = await loadModel(config3.segmentation.modelPath);
if (!model17 || !model17["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.segmentation.modelPath);
else if (config3.debug)
log("load model:", model17["modelUrl"]);
} else if (config3.debug)
log("cached model:", model17["modelUrl"]); log("cached model:", model17["modelUrl"]);
return model17; return model17;
} }
@ -13529,6 +13443,8 @@ var Human = class {
Object.seal(this.config); Object.seal(this.config);
if (userConfig) if (userConfig)
this.config = mergeDeep(this.config, userConfig); this.config = mergeDeep(this.config, userConfig);
this.config.cacheModels = typeof indexedDB !== "undefined";
setModelLoadOptions(this.config);
this.tf = tf36; this.tf = tf36;
this.state = "idle"; this.state = "idle";
__privateSet(this, _numTensors, 0); __privateSet(this, _numTensors, 0);

4
dist/human.node.d.ts vendored
View File

@ -190,6 +190,10 @@ export declare interface Config {
* default: `../models/` for browsers and `file://models/` for nodejs * default: `../models/` for browsers and `file://models/` for nodejs
*/ */
modelBasePath: string; modelBasePath: string;
/** Cache models in IndexDB on first sucessfull load
* default: true if indexdb is available (browsers), false if its not (nodejs)
*/
cacheModels: boolean;
/** Cache sensitivity /** Cache sensitivity
* - values 0..1 where 0.01 means reset cache if input changed more than 1% * - values 0..1 where 0.01 means reset cache if input changed more than 1%
* - set to 0 to disable caching * - set to 0 to disable caching

322
dist/human.node.js vendored
View File

@ -152,6 +152,7 @@ function mergeDeep(...objects) {
var config = { var config = {
backend: "", backend: "",
modelBasePath: "", modelBasePath: "",
cacheModels: true,
wasmPath: "", wasmPath: "",
debug: true, debug: true,
async: true, async: true,
@ -1372,57 +1373,68 @@ var Env = class {
}; };
var env = new Env(); var env = new Env();
// src/tfjs/load.ts
var tf4 = __toESM(require_tfjs_esm());
var options = {
cacheModels: false,
verbose: true,
debug: false,
modelBasePath: ""
};
async function httpHandler(url, init2) {
if (options.debug)
log("load model fetch:", url, init2);
if (typeof fetch === "undefined") {
log("error loading model: fetch function is not defined:");
return null;
}
return fetch(url, init2);
}
function setModelLoadOptions(config3) {
options.cacheModels = config3.cacheModels;
options.verbose = config3.debug;
options.modelBasePath = config3.modelBasePath;
}
async function loadModel(modelPath) {
const modelUrl = join(options.modelBasePath, modelPath || "");
const modelPathSegments = modelUrl.split("/");
const cachedModelName = "indexeddb://" + modelPathSegments[modelPathSegments.length - 1].replace(".json", "");
const cachedModels = await tf4.io.listModels();
const modelCached = options.cacheModels && Object.keys(cachedModels).includes(cachedModelName);
const model18 = new tf4.GraphModel(modelCached ? cachedModelName : modelUrl, { fetchFunc: (url, init2) => httpHandler(url, init2) });
try {
model18.findIOHandler();
if (options.debug)
log("model load handler:", model18.handler);
const artifacts = await model18.handler.load();
model18.loadSync(artifacts);
if (options.verbose)
log("load model:", model18["modelUrl"]);
} catch (err) {
log("error loading model:", modelUrl, err);
}
if (options.cacheModels && !modelCached) {
try {
const saveResult = await model18.save(cachedModelName);
log("model saved:", cachedModelName, saveResult);
} catch (err) {
log("error saving model:", modelUrl, err);
}
}
return model18;
}
// src/human.ts // src/human.ts
var tf36 = __toESM(require_tfjs_esm()); var tf36 = __toESM(require_tfjs_esm());
// package.json // package.json
var version2 = "2.5.8"; var version2 = "2.6.0";
// src/tfjs/humangl.ts // src/tfjs/humangl.ts
var tf31 = __toESM(require_tfjs_esm()); var tf31 = __toESM(require_tfjs_esm());
// src/gear/gear.ts // src/gear/gear.ts
var tf5 = __toESM(require_tfjs_esm()); var tf5 = __toESM(require_tfjs_esm());
// src/tfjs/load.ts
var tf4 = __toESM(require_tfjs_esm());
var options = {
appName: "human",
autoSave: true,
verbose: true
};
async function httpHandler(url, init2) {
if (options.fetchFunc)
return options.fetchFunc(url, init2);
else
log("error: fetch function is not defined");
return null;
}
var tfLoadOptions = {
onProgress: (...args) => {
if (options.onProgress)
options.onProgress(...args);
else if (options.verbose)
log("load model progress:", ...args);
},
fetchFunc: (url, init2) => {
if (options.verbose)
log("load model fetch:", url, init2);
if (url.toString().toLowerCase().startsWith("http"))
return httpHandler(url, init2);
return null;
}
};
async function loadModel2(modelUrl, loadOptions) {
if (loadOptions)
options = mergeDeep(loadOptions);
if (!options.fetchFunc && typeof globalThis.fetch !== "undefined")
options.fetchFunc = globalThis.fetch;
const model18 = await tf4.loadGraphModel(modelUrl, tfLoadOptions);
return model18;
}
// src/gear/gear.ts
var model; var model;
var last2 = []; var last2 = [];
var raceNames = ["white", "black", "asian", "indian", "other"]; var raceNames = ["white", "black", "asian", "indian", "other"];
@ -1433,13 +1445,9 @@ var skipped = Number.MAX_SAFE_INTEGER;
async function load(config3) { async function load(config3) {
if (env.initial) if (env.initial)
model = null; model = null;
if (!model) { if (!model)
model = await loadModel2(join(config3.modelBasePath, config3.face["gear"].modelPath)); model = await loadModel(config3.face["gear"]);
if (!model || !model["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["gear"].modelPath);
else if (config3.debug)
log("load model:", model["modelUrl"]);
} else if (config3.debug)
log("cached model:", model["modelUrl"]); log("cached model:", model["modelUrl"]);
return model; return model;
} }
@ -1518,16 +1526,10 @@ var skipped2 = Number.MAX_SAFE_INTEGER;
async function load2(config3) { async function load2(config3) {
if (env.initial) if (env.initial)
model2 = null; model2 = null;
if (!model2) { if (!model2)
model2 = await loadModel2(join(config3.modelBasePath, config3.face["ssrnet"].modelPathAge)); model2 = await loadModel(config3.face["ssrnet"].modelPathAge);
if (!model2 || !model2["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["ssrnet"].modelPathAge); log("cached model:", model2["modelUrl"]);
else if (config3.debug)
log("load model:", model2["modelUrl"]);
} else {
if (config3.debug)
log("cached model:", model2["modelUrl"]);
}
return model2; return model2;
} }
async function predict2(image24, config3, idx, count2) { async function predict2(image24, config3, idx, count2) {
@ -1573,13 +1575,9 @@ var rgb = [0.2989, 0.587, 0.114];
async function load3(config3) { async function load3(config3) {
if (env.initial) if (env.initial)
model3 = null; model3 = null;
if (!model3) { if (!model3)
model3 = await loadModel2(join(config3.modelBasePath, config3.face["ssrnet"].modelPathGender)); model3 = await loadModel(config3.face["ssrnet"].modelPathGender);
if (!model3 || !model3["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.face["ssrnet"].modelPathGender);
else if (config3.debug)
log("load model:", model3["modelUrl"]);
} else if (config3.debug)
log("cached model:", model3["modelUrl"]); log("cached model:", model3["modelUrl"]);
return model3; return model3;
} }
@ -1630,16 +1628,12 @@ var skipped4 = Number.MAX_SAFE_INTEGER;
var lastCount4 = 0; var lastCount4 = 0;
var lastTime4 = 0; var lastTime4 = 0;
async function load4(config3) { async function load4(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model4 = null; model4 = null;
if (!model4) { if (!model4)
model4 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.antispoof) == null ? void 0 : _a.modelPath) || "")); model4 = await loadModel((_a = config3.face.antispoof) == null ? void 0 : _a.modelPath);
if (!model4 || !model4["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.antispoof) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model4["modelUrl"]);
} else if (config3.debug)
log("cached model:", model4["modelUrl"]); log("cached model:", model4["modelUrl"]);
return model4; return model4;
} }
@ -5128,16 +5122,12 @@ var inputSize = 0;
var inputSizeT = null; var inputSizeT = null;
var size = () => inputSize; var size = () => inputSize;
async function load5(config3) { async function load5(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model5 = null; model5 = null;
if (!model5) { if (!model5)
model5 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.detector) == null ? void 0 : _a.modelPath) || "")); model5 = await loadModel((_a = config3.face.detector) == null ? void 0 : _a.modelPath);
if (!model5 || !model5["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.detector) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model5["modelUrl"]);
} else if (config3.debug)
log("cached model:", model5["modelUrl"]); log("cached model:", model5["modelUrl"]);
inputSize = model5.inputs[0].shape ? model5.inputs[0].shape[2] : 0; inputSize = model5.inputs[0].shape ? model5.inputs[0].shape[2] : 0;
inputSizeT = tf11.scalar(inputSize, "int32"); inputSizeT = tf11.scalar(inputSize, "int32");
@ -5370,14 +5360,10 @@ async function loadDetect(config3) {
if (env3.initial) if (env3.initial)
models.detector = null; models.detector = null;
if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") { if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") {
models.detector = await loadModel2(join(config3.modelBasePath, config3.body["detector"]["modelPath"] || "")); models.detector = await loadModel(config3.body["detector"]["modelPath"]);
const inputs = Object.values(models.detector.modelSignature["inputs"]); const inputs = Object.values(models.detector.modelSignature["inputs"]);
inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.detector || !models.detector["modelUrl"])
log("load model failed:", config3.body["detector"]["modelPath"]);
else if (config3.debug)
log("load model:", models.detector["modelUrl"]);
} else if (config3.debug && models.detector) } else if (config3.debug && models.detector)
log("cached model:", models.detector["modelUrl"]); log("cached model:", models.detector["modelUrl"]);
await createAnchors(); await createAnchors();
@ -5387,14 +5373,10 @@ async function loadPose(config3) {
if (env3.initial) if (env3.initial)
models.landmarks = null; models.landmarks = null;
if (!models.landmarks) { if (!models.landmarks) {
models.landmarks = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); models.landmarks = await loadModel(config3.body.modelPath);
const inputs = Object.values(models.landmarks.modelSignature["inputs"]); const inputs = Object.values(models.landmarks.modelSignature["inputs"]);
inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.landmarks || !models.landmarks["modelUrl"])
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", models.landmarks["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models.landmarks["modelUrl"]); log("cached model:", models.landmarks["modelUrl"]);
return models.landmarks; return models.landmarks;
@ -5622,13 +5604,9 @@ async function load6(config3) {
if (env.initial) if (env.initial)
model6 = null; model6 = null;
if (!model6) { if (!model6) {
model6 = await loadModel2(join(config3.modelBasePath, config3.object.modelPath || "")); model6 = await loadModel(config3.object.modelPath);
const inputs = Object.values(model6.modelSignature["inputs"]); const inputs = Object.values(model6.modelSignature["inputs"]);
inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model6 || !model6["modelUrl"])
log("load model failed:", config3.object.modelPath);
else if (config3.debug)
log("load model:", model6["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model6["modelUrl"]); log("cached model:", model6["modelUrl"]);
return model6; return model6;
@ -5738,13 +5716,9 @@ var skipped7 = Number.MAX_SAFE_INTEGER;
async function load7(config3) { async function load7(config3) {
if (env.initial) if (env.initial)
model7 = null; model7 = null;
if (!model7) { if (!model7)
model7 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model7 = await loadModel(config3.body.modelPath);
if (!model7 || !model7["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model7["modelUrl"]);
} else if (config3.debug)
log("cached model:", model7["modelUrl"]); log("cached model:", model7["modelUrl"]);
return model7; return model7;
} }
@ -5853,16 +5827,12 @@ var lastCount5 = 0;
var lastTime8 = 0; var lastTime8 = 0;
var skipped8 = Number.MAX_SAFE_INTEGER; var skipped8 = Number.MAX_SAFE_INTEGER;
async function load8(config3) { async function load8(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model8 = null; model8 = null;
if (!model8) { if (!model8)
model8 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.emotion) == null ? void 0 : _a.modelPath) || "")); model8 = await loadModel((_a = config3.face.emotion) == null ? void 0 : _a.modelPath);
if (!model8 || !model8["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.emotion) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model8["modelUrl"]);
} else if (config3.debug)
log("cached model:", model8["modelUrl"]); log("cached model:", model8["modelUrl"]);
return model8; return model8;
} }
@ -5912,17 +5882,12 @@ var lastCount6 = 0;
var lastTime9 = 0; var lastTime9 = 0;
var skipped9 = Number.MAX_SAFE_INTEGER; var skipped9 = Number.MAX_SAFE_INTEGER;
async function load9(config3) { async function load9(config3) {
const modelUrl = join(config3.modelBasePath, config3.face["mobilefacenet"].modelPath);
if (env.initial) if (env.initial)
model9 = null; model9 = null;
if (!model9) { if (!model9)
model9 = await loadModel2(modelUrl); model9 = await loadModel(config3.face["mobilefacenet"].modelPath);
if (!model9) else if (config3.debug)
log("load model failed:", config3.face["mobilefacenet"].modelPath); log("cached model:", model9["modelUrl"]);
else if (config3.debug)
log("load model:", modelUrl);
} else if (config3.debug)
log("cached model:", modelUrl);
return model9; return model9;
} }
async function predict9(input, config3, idx, count2) { async function predict9(input, config3, idx, count2) {
@ -5973,16 +5938,12 @@ var irisLandmarks = {
numCoordinates: 76 numCoordinates: 76
}; };
async function load10(config3) { async function load10(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model10 = null; model10 = null;
if (!model10) { if (!model10)
model10 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.iris) == null ? void 0 : _a.modelPath) || "")); model10 = await loadModel((_a = config3.face.iris) == null ? void 0 : _a.modelPath);
if (!model10 || !model10["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.iris) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model10["modelUrl"]);
} else if (config3.debug)
log("cached model:", model10["modelUrl"]); log("cached model:", model10["modelUrl"]);
inputSize5 = model10.inputs[0].shape ? model10.inputs[0].shape[2] : 0; inputSize5 = model10.inputs[0].shape ? model10.inputs[0].shape[2] : 0;
if (inputSize5 === -1) if (inputSize5 === -1)
@ -6178,16 +6139,12 @@ async function predict10(input, config3) {
return faces; return faces;
} }
async function load11(config3) { async function load11(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model11 = null; model11 = null;
if (!model11) { if (!model11)
model11 = await loadModel2(join(config3.modelBasePath, ((_a = config3.face.mesh) == null ? void 0 : _a.modelPath) || "")); model11 = await loadModel((_a = config3.face.mesh) == null ? void 0 : _a.modelPath);
if (!model11 || !model11["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.mesh) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model11["modelUrl"]);
} else if (config3.debug)
log("cached model:", model11["modelUrl"]); log("cached model:", model11["modelUrl"]);
inputSize6 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0; inputSize6 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0;
return model11; return model11;
@ -6203,18 +6160,13 @@ var lastTime10 = 0;
var lastCount7 = 0; var lastCount7 = 0;
var skipped10 = Number.MAX_SAFE_INTEGER; var skipped10 = Number.MAX_SAFE_INTEGER;
async function load12(config3) { async function load12(config3) {
var _a, _b; var _a;
const modelUrl = join(config3.modelBasePath, ((_a = config3.face.description) == null ? void 0 : _a.modelPath) || "");
if (env.initial) if (env.initial)
model12 = null; model12 = null;
if (!model12) { if (!model12)
model12 = await loadModel2(modelUrl); model12 = await loadModel((_a = config3.face.description) == null ? void 0 : _a.modelPath);
if (!model12) else if (config3.debug)
log("load model failed:", ((_b = config3.face.description) == null ? void 0 : _b.modelPath) || ""); log("cached model:", model12["modelUrl"]);
else if (config3.debug)
log("load model:", modelUrl);
} else if (config3.debug)
log("cached model:", modelUrl);
return model12; return model12;
} }
function enhance(input) { function enhance(input) {
@ -10036,26 +9988,16 @@ async function predict12(input, config3) {
return hands; return hands;
} }
async function load13(config3) { async function load13(config3) {
var _a, _b, _c, _d; var _a, _b;
if (env.initial) { if (env.initial) {
handDetectorModel = null; handDetectorModel = null;
handPoseModel = null; handPoseModel = null;
} }
if (!handDetectorModel || !handPoseModel) { if (!handDetectorModel || !handPoseModel) {
[handDetectorModel, handPoseModel] = await Promise.all([ [handDetectorModel, handPoseModel] = await Promise.all([
config3.hand.enabled ? loadModel2(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || "")) : null, config3.hand.enabled ? loadModel((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) : null,
config3.hand.landmarks ? loadModel2(join(config3.modelBasePath, ((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) || "")) : null config3.hand.landmarks ? loadModel((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) : null
]); ]);
if (config3.hand.enabled) {
if (!handDetectorModel || !handDetectorModel["modelUrl"])
log("load model failed:", ((_c = config3.hand.detector) == null ? void 0 : _c.modelPath) || "");
else if (config3.debug)
log("load model:", handDetectorModel["modelUrl"]);
if (!handPoseModel || !handPoseModel["modelUrl"])
log("load model failed:", ((_d = config3.hand.skeleton) == null ? void 0 : _d.modelPath) || "");
else if (config3.debug)
log("load model:", handPoseModel["modelUrl"]);
}
} else { } else {
if (config3.debug) if (config3.debug)
log("cached model:", handDetectorModel["modelUrl"]); log("cached model:", handDetectorModel["modelUrl"]);
@ -10094,36 +10036,28 @@ var fingerMap = {
palm: [0, 17, 13, 9, 5, 1, 0] palm: [0, 17, 13, 9, 5, 1, 0]
}; };
async function loadDetect2(config3) { async function loadDetect2(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
models2[0] = null; models2[0] = null;
if (!models2[0]) { if (!models2[0]) {
fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3); fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3);
models2[0] = await loadModel2(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || "")); models2[0] = await loadModel((_a = config3.hand.detector) == null ? void 0 : _a.modelPath);
const inputs = Object.values(models2[0].modelSignature["inputs"]); const inputs = Object.values(models2[0].modelSignature["inputs"]);
inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models2[0] || !models2[0]["modelUrl"])
log("load model failed:", (_b = config3.hand.detector) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", models2[0]["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models2[0]["modelUrl"]); log("cached model:", models2[0]["modelUrl"]);
return models2[0]; return models2[0];
} }
async function loadSkeleton(config3) { async function loadSkeleton(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
models2[1] = null; models2[1] = null;
if (!models2[1]) { if (!models2[1]) {
models2[1] = await loadModel2(join(config3.modelBasePath, ((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath) || "")); models2[1] = await loadModel((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath);
const inputs = Object.values(models2[1].modelSignature["inputs"]); const inputs = Object.values(models2[1].modelSignature["inputs"]);
inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models2[1] || !models2[1]["modelUrl"])
log("load model failed:", (_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", models2[1]["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", models2[1]["modelUrl"]); log("cached model:", models2[1]["modelUrl"]);
return models2[1]; return models2[1];
@ -10261,16 +10195,12 @@ var skipped12 = Number.MAX_SAFE_INTEGER;
var lastCount8 = 0; var lastCount8 = 0;
var lastTime13 = 0; var lastTime13 = 0;
async function load14(config3) { async function load14(config3) {
var _a, _b; var _a;
if (env.initial) if (env.initial)
model13 = null; model13 = null;
if (!model13) { if (!model13)
model13 = await loadModel(join(config3.modelBasePath, ((_a = config3.face.liveness) == null ? void 0 : _a.modelPath) || "")); model13 = await loadModel((_a = config3.face.liveness) == null ? void 0 : _a.modelPath);
if (!model13 || !model13["modelUrl"]) else if (config3.debug)
log("load model failed:", (_b = config3.face.liveness) == null ? void 0 : _b.modelPath);
else if (config3.debug)
log("load model:", model13["modelUrl"]);
} else if (config3.debug)
log("cached model:", model13["modelUrl"]); log("cached model:", model13["modelUrl"]);
return model13; return model13;
} }
@ -10470,11 +10400,7 @@ async function load15(config3) {
model14 = null; model14 = null;
if (!model14) { if (!model14) {
fakeOps(["size"], config3); fakeOps(["size"], config3);
model14 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model14 = await loadModel(config3.body.modelPath);
if (!model14 || !model14["modelUrl"])
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model14["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model14["modelUrl"]); log("cached model:", model14["modelUrl"]);
inputSize8 = model14.inputs[0].shape ? model14.inputs[0].shape[2] : 0; inputSize8 = model14.inputs[0].shape ? model14.inputs[0].shape[2] : 0;
@ -10599,13 +10525,9 @@ var inputSize9 = 0;
var scaleBox = 2.5; var scaleBox = 2.5;
async function load16(config3) { async function load16(config3) {
if (!model15 || env.initial) { if (!model15 || env.initial) {
model15 = await loadModel2(join(config3.modelBasePath, config3.object.modelPath || "")); model15 = await loadModel(config3.object.modelPath);
const inputs = Object.values(model15.modelSignature["inputs"]); const inputs = Object.values(model15.modelSignature["inputs"]);
inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model15 || !model15["modelUrl"])
log("load model failed:", config3.object.modelPath);
else if (config3.debug)
log("load model:", model15["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model15["modelUrl"]); log("cached model:", model15["modelUrl"]);
return model15; return model15;
@ -11031,13 +10953,9 @@ async function predict17(input, config3) {
return scaled; return scaled;
} }
async function load17(config3) { async function load17(config3) {
if (!model16 || env.initial) { if (!model16 || env.initial)
model16 = await loadModel2(join(config3.modelBasePath, config3.body.modelPath || "")); model16 = await loadModel(config3.body.modelPath);
if (!model16 || !model16["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.body.modelPath);
else if (config3.debug)
log("load model:", model16["modelUrl"]);
} else if (config3.debug)
log("cached model:", model16["modelUrl"]); log("cached model:", model16["modelUrl"]);
return model16; return model16;
} }
@ -11047,13 +10965,9 @@ var tf30 = __toESM(require_tfjs_esm());
var model17; var model17;
var busy = false; var busy = false;
async function load18(config3) { async function load18(config3) {
if (!model17 || env.initial) { if (!model17 || env.initial)
model17 = await loadModel2(join(config3.modelBasePath, config3.segmentation.modelPath || "")); model17 = await loadModel(config3.segmentation.modelPath);
if (!model17 || !model17["modelUrl"]) else if (config3.debug)
log("load model failed:", config3.segmentation.modelPath);
else if (config3.debug)
log("load model:", model17["modelUrl"]);
} else if (config3.debug)
log("cached model:", model17["modelUrl"]); log("cached model:", model17["modelUrl"]);
return model17; return model17;
} }
@ -13528,6 +13442,8 @@ var Human = class {
Object.seal(this.config); Object.seal(this.config);
if (userConfig) if (userConfig)
this.config = mergeDeep(this.config, userConfig); this.config = mergeDeep(this.config, userConfig);
this.config.cacheModels = typeof indexedDB !== "undefined";
setModelLoadOptions(this.config);
this.tf = tf36; this.tf = tf36;
this.state = "idle"; this.state = "idle";
__privateSet(this, _numTensors, 0); __privateSet(this, _numTensors, 0);

8
package.json
View File

@ -1,6 +1,6 @@
{ {
"name": "@vladmandic/human", "name": "@vladmandic/human",
"version": "2.5.8", "version": "2.6.0",
"description": "Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gesture Recognition", "description": "Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gesture Recognition",
"sideEffects": false, "sideEffects": false,
"main": "dist/human.node.js", "main": "dist/human.node.js",
@ -65,7 +65,7 @@
"@tensorflow/tfjs-layers": "^3.13.0", "@tensorflow/tfjs-layers": "^3.13.0",
"@tensorflow/tfjs-node": "^3.13.0", "@tensorflow/tfjs-node": "^3.13.0",
"@tensorflow/tfjs-node-gpu": "^3.13.0", "@tensorflow/tfjs-node-gpu": "^3.13.0",
"@types/node": "^17.0.8", "@types/node": "^17.0.9",
"@types/offscreencanvas": "^2019.6.4", "@types/offscreencanvas": "^2019.6.4",
"@typescript-eslint/eslint-plugin": "^5.9.1", "@typescript-eslint/eslint-plugin": "^5.9.1",
"@typescript-eslint/parser": "^5.9.1", "@typescript-eslint/parser": "^5.9.1",
@ -75,14 +75,14 @@
"canvas": "^2.8.0", "canvas": "^2.8.0",
"dayjs": "^1.10.7", "dayjs": "^1.10.7",
"esbuild": "^0.14.11", "esbuild": "^0.14.11",
"eslint": "8.6.0", "eslint": "8.7.0",
"eslint-config-airbnb-base": "^15.0.0", "eslint-config-airbnb-base": "^15.0.0",
"eslint-plugin-html": "^6.2.0", "eslint-plugin-html": "^6.2.0",
"eslint-plugin-import": "^2.25.4", "eslint-plugin-import": "^2.25.4",
"eslint-plugin-json": "^3.1.0", "eslint-plugin-json": "^3.1.0",
"eslint-plugin-node": "^11.1.0", "eslint-plugin-node": "^11.1.0",
"eslint-plugin-promise": "^6.0.0", "eslint-plugin-promise": "^6.0.0",
"node-fetch": "^3.1.0", "node-fetch": "^3.1.1",
"rimraf": "^3.0.2", "rimraf": "^3.0.2",
"seedrandom": "^3.0.5", "seedrandom": "^3.0.5",
"tslib": "^2.3.1", "tslib": "^2.3.1",

10
src/body/blazepose.ts
View File

@ -5,7 +5,7 @@
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import { constants } from '../tfjs/constants'; import { constants } from '../tfjs/constants';
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import type { BodyKeypoint, BodyResult, BodyLandmark, Box, Point, BodyAnnotation } from '../result'; import type { BodyKeypoint, BodyResult, BodyLandmark, Box, Point, BodyAnnotation } from '../result';
import type { GraphModel, Tensor } from '../tfjs/types'; import type { GraphModel, Tensor } from '../tfjs/types';
import type { Config } from '../config'; import type { Config } from '../config';
@ -33,12 +33,10 @@ const sigmoid = (x) => (1 - (1 / (1 + Math.exp(x))));
export async function loadDetect(config: Config): Promise<GraphModel> { export async function loadDetect(config: Config): Promise<GraphModel> {
if (env.initial) models.detector = null; if (env.initial) models.detector = null;
if (!models.detector && config.body['detector'] && config.body['detector']['modelPath'] || '') { if (!models.detector && config.body['detector'] && config.body['detector']['modelPath'] || '') {
models.detector = await loadModel(join(config.modelBasePath, config.body['detector']['modelPath'] || '')) as unknown as GraphModel; models.detector = await loadModel(config.body['detector']['modelPath']);
const inputs = Object.values(models.detector.modelSignature['inputs']); const inputs = Object.values(models.detector.modelSignature['inputs']);
inputSize.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.detector || !models.detector['modelUrl']) log('load model failed:', config.body['detector']['modelPath']);
else if (config.debug) log('load model:', models.detector['modelUrl']);
} else if (config.debug && models.detector) log('cached model:', models.detector['modelUrl']); } else if (config.debug && models.detector) log('cached model:', models.detector['modelUrl']);
await detect.createAnchors(); await detect.createAnchors();
return models.detector as GraphModel; return models.detector as GraphModel;
@ -47,12 +45,10 @@ export async function loadDetect(config: Config): Promise<GraphModel> {
export async function loadPose(config: Config): Promise<GraphModel> { export async function loadPose(config: Config): Promise<GraphModel> {
if (env.initial) models.landmarks = null; if (env.initial) models.landmarks = null;
if (!models.landmarks) { if (!models.landmarks) {
models.landmarks = await loadModel(join(config.modelBasePath, config.body.modelPath || '')) as unknown as GraphModel; models.landmarks = await loadModel(config.body.modelPath);
const inputs = Object.values(models.landmarks.modelSignature['inputs']); const inputs = Object.values(models.landmarks.modelSignature['inputs']);
inputSize.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models.landmarks || !models.landmarks['modelUrl']) log('load model failed:', config.body.modelPath);
else if (config.debug) log('load model:', models.landmarks['modelUrl']);
} else if (config.debug) log('cached model:', models.landmarks['modelUrl']); } else if (config.debug) log('cached model:', models.landmarks['modelUrl']);
return models.landmarks; return models.landmarks;
} }

24
src/body/blazeposedetector.ts
View File

@ -85,27 +85,3 @@ export async function decode(boxesTensor: Tensor, logitsTensor: Tensor, config:
Object.keys(t).forEach((tensor) => tf.dispose(t[tensor])); Object.keys(t).forEach((tensor) => tf.dispose(t[tensor]));
return detected; return detected;
} }
/*
const humanConfig: Partial<Config> = {
warmup: 'full' as const,
modelBasePath: '../../models',
cacheSensitivity: 0,
filter: { enabled: false },
face: { enabled: false },
hand: { enabled: false },
object: { enabled: false },
gesture: { enabled: false },
body: {
enabled: true,
minConfidence: 0.1,
modelPath: 'blazepose/blazepose-full.json',
detector: {
enabled: false,
modelPath: 'blazepose/blazepose-detector.json',
minConfidence: 0.1,
iouThreshold: 0.1,
},
},
};
*/

9
src/body/efficientpose.ts
View File

@ -4,7 +4,7 @@
* Based on: [**EfficientPose**](https://github.com/daniegr/EfficientPose) * Based on: [**EfficientPose**](https://github.com/daniegr/EfficientPose)
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import * as coords from './efficientposecoords'; import * as coords from './efficientposecoords';
@ -26,11 +26,8 @@ let skipped = Number.MAX_SAFE_INTEGER;
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.body.modelPath);
model = await loadModel(join(config.modelBasePath, config.body.modelPath || '')) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.body.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }

6
src/body/movenet.ts
View File

@ -4,7 +4,7 @@
* Based on: [**MoveNet**](https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html) * Based on: [**MoveNet**](https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html)
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import * as box from '../util/box'; import * as box from '../util/box';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import * as coords from './movenetcoords'; import * as coords from './movenetcoords';
@ -35,9 +35,7 @@ export async function load(config: Config): Promise<GraphModel> {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) {
fakeOps(['size'], config); fakeOps(['size'], config);
model = await loadModel(join(config.modelBasePath, config.body.modelPath || '')) as unknown as GraphModel; model = await loadModel(config.body.modelPath);
if (!model || !model['modelUrl']) log('load model failed:', config.body.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']); } else if (config.debug) log('cached model:', model['modelUrl']);
inputSize = model.inputs[0].shape ? model.inputs[0].shape[2] : 0; inputSize = model.inputs[0].shape ? model.inputs[0].shape[2] : 0;
if (inputSize < 64) inputSize = 256; if (inputSize < 64) inputSize = 256;

9
src/body/posenet.ts
View File

@ -4,7 +4,7 @@
* Based on: [**PoseNet**](https://medium.com/tensorflow/real-time-human-pose-estimation-in-the-browser-with-tensorflow-js-7dd0bc881cd5) * Based on: [**PoseNet**](https://medium.com/tensorflow/real-time-human-pose-estimation-in-the-browser-with-tensorflow-js-7dd0bc881cd5)
*/ */
import { log, join } from '../util/util'; import { log } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import type { BodyResult, BodyLandmark, Box } from '../result'; import type { BodyResult, BodyLandmark, Box } from '../result';
@ -179,10 +179,7 @@ export async function predict(input: Tensor, config: Config): Promise<BodyResult
} }
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (!model || env.initial) { if (!model || env.initial) model = await loadModel(config.body.modelPath);
model = await loadModel(join(config.modelBasePath, config.body.modelPath || '')) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.body.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }

6
src/config.ts
View File

@ -248,6 +248,11 @@ export interface Config {
*/ */
modelBasePath: string, modelBasePath: string,
/** Cache models in IndexDB on first sucessfull load
* default: true if indexdb is available (browsers), false if its not (nodejs)
*/
cacheModels: boolean,
/** Cache sensitivity /** Cache sensitivity
* - values 0..1 where 0.01 means reset cache if input changed more than 1% * - values 0..1 where 0.01 means reset cache if input changed more than 1%
* - set to 0 to disable caching * - set to 0 to disable caching
@ -288,6 +293,7 @@ export interface Config {
const config: Config = { const config: Config = {
backend: '', backend: '',
modelBasePath: '', modelBasePath: '',
cacheModels: true,
wasmPath: '', wasmPath: '',
debug: true, debug: true,
async: true, async: true,

9
src/face/antispoof.ts
View File

@ -2,7 +2,7 @@
* Anti-spoofing model implementation * Anti-spoofing model implementation
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import type { Config } from '../config'; import type { Config } from '../config';
import type { GraphModel, Tensor } from '../tfjs/types'; import type { GraphModel, Tensor } from '../tfjs/types';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
@ -17,11 +17,8 @@ let lastTime = 0;
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face.antispoof?.modelPath);
model = await loadModel(join(config.modelBasePath, config.face.antispoof?.modelPath || '')) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.face.antispoof?.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }

9
src/face/blazeface.ts
View File

@ -3,7 +3,7 @@
* See `facemesh.ts` for entry point * See `facemesh.ts` for entry point
*/ */
import { log, join } from '../util/util'; import { log } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import * as util from './facemeshutil'; import * as util from './facemeshutil';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
@ -26,11 +26,8 @@ export const size = () => inputSize;
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face.detector?.modelPath);
model = await loadModel(join(config.modelBasePath, config.face.detector?.modelPath || '')) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.face.detector?.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
inputSize = model.inputs[0].shape ? model.inputs[0].shape[2] : 0; inputSize = model.inputs[0].shape ? model.inputs[0].shape[2] : 0;
inputSizeT = tf.scalar(inputSize, 'int32') as Tensor; inputSizeT = tf.scalar(inputSize, 'int32') as Tensor;
anchors = tf.tensor2d(util.generateAnchors(inputSize)) as Tensor; anchors = tf.tensor2d(util.generateAnchors(inputSize)) as Tensor;

9
src/face/facemesh.ts
View File

@ -7,7 +7,7 @@
* - Eye Iris Details: [**MediaPipe Iris**](https://drive.google.com/file/d/1bsWbokp9AklH2ANjCfmjqEzzxO1CNbMu/view) * - Eye Iris Details: [**MediaPipe Iris**](https://drive.google.com/file/d/1bsWbokp9AklH2ANjCfmjqEzzxO1CNbMu/view)
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import * as blazeface from './blazeface'; import * as blazeface from './blazeface';
@ -111,11 +111,8 @@ export async function predict(input: Tensor, config: Config): Promise<FaceResult
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face.mesh?.modelPath);
model = await loadModel(join(config.modelBasePath, config.face.mesh?.modelPath || '')) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.face.mesh?.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
inputSize = model.inputs[0].shape ? model.inputs[0].shape[2] : 0; inputSize = model.inputs[0].shape ? model.inputs[0].shape[2] : 0;
return model; return model;
} }

10
src/face/faceres.ts
View File

@ -7,7 +7,7 @@
* Based on: [**HSE-FaceRes**](https://github.com/HSE-asavchenko/HSE_FaceRec_tf) * Based on: [**HSE-FaceRes**](https://github.com/HSE-asavchenko/HSE_FaceRec_tf)
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import { env } from '../util/env'; import { env } from '../util/env';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
@ -31,13 +31,9 @@ let lastCount = 0;
let skipped = Number.MAX_SAFE_INTEGER; let skipped = Number.MAX_SAFE_INTEGER;
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
const modelUrl = join(config.modelBasePath, config.face.description?.modelPath || '');
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face.description?.modelPath);
model = await loadModel(modelUrl) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model) log('load model failed:', config.face.description?.modelPath || '');
else if (config.debug) log('load model:', modelUrl);
} else if (config.debug) log('cached model:', modelUrl);
return model; return model;
} }

9
src/face/iris.ts
View File

@ -3,7 +3,7 @@ import * as util from './facemeshutil';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import type { Tensor, GraphModel } from '../tfjs/types'; import type { Tensor, GraphModel } from '../tfjs/types';
import { env } from '../util/env'; import { env } from '../util/env';
import { log, join } from '../util/util'; import { log } from '../util/util';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import type { Config } from '../config'; import type { Config } from '../config';
import type { Point } from '../result'; import type { Point } from '../result';
@ -30,11 +30,8 @@ const irisLandmarks = {
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face.iris?.modelPath);
model = await loadModel(join(config.modelBasePath, config.face.iris?.modelPath || '')); else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.face.iris?.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
inputSize = model.inputs[0].shape ? model.inputs[0].shape[2] : 0; inputSize = model.inputs[0].shape ? model.inputs[0].shape[2] : 0;
if (inputSize === -1) inputSize = 64; if (inputSize === -1) inputSize = 64;
return model; return model;

10
src/face/liveness.ts
View File

@ -2,7 +2,8 @@
* Anti-spoofing model implementation * Anti-spoofing model implementation
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import { loadModel } from '../tfjs/load';
import type { Config } from '../config'; import type { Config } from '../config';
import type { GraphModel, Tensor } from '../tfjs/types'; import type { GraphModel, Tensor } from '../tfjs/types';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
@ -16,11 +17,8 @@ let lastTime = 0;
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face.liveness?.modelPath);
model = await loadModel(join(config.modelBasePath, config.face.liveness?.modelPath || '')) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.face.liveness?.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }

10
src/face/mobilefacenet.ts
View File

@ -6,7 +6,7 @@
* Obsolete and replaced by `faceres` that performs age/gender/descriptor analysis * Obsolete and replaced by `faceres` that performs age/gender/descriptor analysis
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import type { Tensor, GraphModel } from '../tfjs/types'; import type { Tensor, GraphModel } from '../tfjs/types';
@ -20,13 +20,9 @@ let lastTime = 0;
let skipped = Number.MAX_SAFE_INTEGER; let skipped = Number.MAX_SAFE_INTEGER;
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
const modelUrl = join(config.modelBasePath, config.face['mobilefacenet'].modelPath);
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face['mobilefacenet'].modelPath);
model = await loadModel(modelUrl) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model) log('load model failed:', config.face['mobilefacenet'].modelPath);
else if (config.debug) log('load model:', modelUrl);
} else if (config.debug) log('cached model:', modelUrl);
return model; return model;
} }

9
src/gear/emotion.ts
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@ -5,7 +5,7 @@
*/ */
import type { Emotion } from '../result'; import type { Emotion } from '../result';
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import type { Config } from '../config'; import type { Config } from '../config';
import type { GraphModel, Tensor } from '../tfjs/types'; import type { GraphModel, Tensor } from '../tfjs/types';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
@ -22,11 +22,8 @@ let skipped = Number.MAX_SAFE_INTEGER;
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face.emotion?.modelPath);
model = await loadModel(join(config.modelBasePath, config.face.emotion?.modelPath || '')) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.face.emotion?.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }

9
src/gear/gear.ts
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@ -4,7 +4,7 @@
* Based on: [**GEAR Predictor**](https://github.com/Udolf15/GEAR-Predictor) * Based on: [**GEAR Predictor**](https://github.com/Udolf15/GEAR-Predictor)
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import type { Gender, Race } from '../result'; import type { Gender, Race } from '../result';
@ -24,11 +24,8 @@ let skipped = Number.MAX_SAFE_INTEGER;
// eslint-disable-next-line @typescript-eslint/no-explicit-any // eslint-disable-next-line @typescript-eslint/no-explicit-any
export async function load(config: Config) { export async function load(config: Config) {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face['gear']);
model = await loadModel(join(config.modelBasePath, config.face['gear'].modelPath)) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.face['gear'].modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }

11
src/gear/ssrnet-age.ts
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@ -4,7 +4,7 @@
* Based on: [**SSR-Net**](https://github.com/shamangary/SSR-Net) * Based on: [**SSR-Net**](https://github.com/shamangary/SSR-Net)
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import { env } from '../util/env'; import { env } from '../util/env';
@ -21,13 +21,8 @@ let skipped = Number.MAX_SAFE_INTEGER;
// eslint-disable-next-line @typescript-eslint/no-explicit-any // eslint-disable-next-line @typescript-eslint/no-explicit-any
export async function load(config: Config) { export async function load(config: Config) {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face['ssrnet'].modelPathAge);
model = await loadModel(join(config.modelBasePath, config.face['ssrnet'].modelPathAge)) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.face['ssrnet'].modelPathAge);
else if (config.debug) log('load model:', model['modelUrl']);
} else {
if (config.debug) log('cached model:', model['modelUrl']);
}
return model; return model;
} }

9
src/gear/ssrnet-gender.ts
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@ -4,7 +4,7 @@
* Based on: [**SSR-Net**](https://github.com/shamangary/SSR-Net) * Based on: [**SSR-Net**](https://github.com/shamangary/SSR-Net)
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import { constants } from '../tfjs/constants'; import { constants } from '../tfjs/constants';
@ -25,11 +25,8 @@ const rgb = [0.2989, 0.5870, 0.1140]; // factors for red/green/blue colors when
// eslint-disable-next-line @typescript-eslint/no-explicit-any // eslint-disable-next-line @typescript-eslint/no-explicit-any
export async function load(config: Config | any) { export async function load(config: Config | any) {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) model = await loadModel(config.face['ssrnet'].modelPathGender);
model = await loadModel(join(config.modelBasePath, config.face['ssrnet'].modelPathGender)) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.face['ssrnet'].modelPathGender);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }

12
src/hand/handpose.ts
View File

@ -4,7 +4,7 @@
* Based on: [**MediaPipe HandPose**](https://drive.google.com/file/d/1sv4sSb9BSNVZhLzxXJ0jBv9DqD-4jnAz/view) * Based on: [**MediaPipe HandPose**](https://drive.google.com/file/d/1sv4sSb9BSNVZhLzxXJ0jBv9DqD-4jnAz/view)
*/ */
import { log, join } from '../util/util'; import { log } from '../util/util';
import * as handdetector from './handposedetector'; import * as handdetector from './handposedetector';
import * as handpipeline from './handposepipeline'; import * as handpipeline from './handposepipeline';
import * as fingerPose from './fingerpose'; import * as fingerPose from './fingerpose';
@ -89,15 +89,9 @@ export async function load(config: Config): Promise<[GraphModel | null, GraphMod
} }
if (!handDetectorModel || !handPoseModel) { if (!handDetectorModel || !handPoseModel) {
[handDetectorModel, handPoseModel] = await Promise.all([ [handDetectorModel, handPoseModel] = await Promise.all([
config.hand.enabled ? loadModel(join(config.modelBasePath, config.hand.detector?.modelPath || '')) as unknown as GraphModel : null, config.hand.enabled ? loadModel(config.hand.detector?.modelPath) : null,
config.hand.landmarks ? loadModel(join(config.modelBasePath, config.hand.skeleton?.modelPath || '')) as unknown as GraphModel : null, config.hand.landmarks ? loadModel(config.hand.skeleton?.modelPath) : null,
]); ]);
if (config.hand.enabled) {
if (!handDetectorModel || !handDetectorModel['modelUrl']) log('load model failed:', config.hand.detector?.modelPath || '');
else if (config.debug) log('load model:', handDetectorModel['modelUrl']);
if (!handPoseModel || !handPoseModel['modelUrl']) log('load model failed:', config.hand.skeleton?.modelPath || '');
else if (config.debug) log('load model:', handPoseModel['modelUrl']);
}
} else { } else {
if (config.debug) log('cached model:', handDetectorModel['modelUrl']); if (config.debug) log('cached model:', handDetectorModel['modelUrl']);
if (config.debug) log('cached model:', handPoseModel['modelUrl']); if (config.debug) log('cached model:', handPoseModel['modelUrl']);

10
src/hand/handtrack.ts
View File

@ -6,7 +6,7 @@
* - Hand Tracking: [**HandTracking**](https://github.com/victordibia/handtracking) * - Hand Tracking: [**HandTracking**](https://github.com/victordibia/handtracking)
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import * as box from '../util/box'; import * as box from '../util/box';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
@ -75,12 +75,10 @@ export async function loadDetect(config: Config): Promise<GraphModel> {
// handtrack model has some kernel ops defined in model but those are never referenced and non-existent in tfjs // handtrack model has some kernel ops defined in model but those are never referenced and non-existent in tfjs
// ideally need to prune the model itself // ideally need to prune the model itself
fakeOps(['tensorlistreserve', 'enter', 'tensorlistfromtensor', 'merge', 'loopcond', 'switch', 'exit', 'tensorliststack', 'nextiteration', 'tensorlistsetitem', 'tensorlistgetitem', 'reciprocal', 'shape', 'split', 'where'], config); fakeOps(['tensorlistreserve', 'enter', 'tensorlistfromtensor', 'merge', 'loopcond', 'switch', 'exit', 'tensorliststack', 'nextiteration', 'tensorlistsetitem', 'tensorlistgetitem', 'reciprocal', 'shape', 'split', 'where'], config);
models[0] = await loadModel(join(config.modelBasePath, config.hand.detector?.modelPath || '')) as unknown as GraphModel; models[0] = await loadModel(config.hand.detector?.modelPath);
const inputs = Object.values(models[0].modelSignature['inputs']); const inputs = Object.values(models[0].modelSignature['inputs']);
inputSize[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models[0] || !models[0]['modelUrl']) log('load model failed:', config.hand.detector?.modelPath);
else if (config.debug) log('load model:', models[0]['modelUrl']);
} else if (config.debug) log('cached model:', models[0]['modelUrl']); } else if (config.debug) log('cached model:', models[0]['modelUrl']);
return models[0]; return models[0];
} }
@ -88,12 +86,10 @@ export async function loadDetect(config: Config): Promise<GraphModel> {
export async function loadSkeleton(config: Config): Promise<GraphModel> { export async function loadSkeleton(config: Config): Promise<GraphModel> {
if (env.initial) models[1] = null; if (env.initial) models[1] = null;
if (!models[1]) { if (!models[1]) {
models[1] = await loadModel(join(config.modelBasePath, config.hand.skeleton?.modelPath || '')) as unknown as GraphModel; models[1] = await loadModel(config.hand.skeleton?.modelPath);
const inputs = Object.values(models[1].modelSignature['inputs']); const inputs = Object.values(models[1].modelSignature['inputs']);
inputSize[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0; inputSize[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
inputSize[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!models[1] || !models[1]['modelUrl']) log('load model failed:', config.hand.skeleton?.modelPath);
else if (config.debug) log('load model:', models[1]['modelUrl']);
} else if (config.debug) log('cached model:', models[1]['modelUrl']); } else if (config.debug) log('cached model:', models[1]['modelUrl']);
return models[1]; return models[1];
} }

3
src/human.ts
View File

@ -11,6 +11,7 @@
import { log, now, mergeDeep, validate } from './util/util'; import { log, now, mergeDeep, validate } from './util/util';
import { defaults } from './config'; import { defaults } from './config';
import { env, Env } from './util/env'; import { env, Env } from './util/env';
import { setModelLoadOptions } from './tfjs/load';
import * as tf from '../dist/tfjs.esm.js'; import * as tf from '../dist/tfjs.esm.js';
import * as app from '../package.json'; import * as app from '../package.json';
import * as backend from './tfjs/backend'; import * as backend from './tfjs/backend';
@ -134,6 +135,8 @@ export class Human {
this.config = JSON.parse(JSON.stringify(defaults)); this.config = JSON.parse(JSON.stringify(defaults));
Object.seal(this.config); Object.seal(this.config);
if (userConfig) this.config = mergeDeep(this.config, userConfig); if (userConfig) this.config = mergeDeep(this.config, userConfig);
this.config.cacheModels = typeof indexedDB !== 'undefined';
setModelLoadOptions(this.config);
this.tf = tf; this.tf = tf;
this.state = 'idle'; this.state = 'idle';
this.#numTensors = 0; this.#numTensors = 0;

6
src/object/centernet.ts
View File

@ -4,7 +4,7 @@
* Based on: [**NanoDet**](https://github.com/RangiLyu/nanodet) * Based on: [**NanoDet**](https://github.com/RangiLyu/nanodet)
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import { labels } from './labels'; import { labels } from './labels';
@ -23,11 +23,9 @@ export async function load(config: Config): Promise<GraphModel> {
if (env.initial) model = null; if (env.initial) model = null;
if (!model) { if (!model) {
// fakeOps(['floormod'], config); // fakeOps(['floormod'], config);
model = await loadModel(join(config.modelBasePath, config.object.modelPath || '')) as unknown as GraphModel; model = await loadModel(config.object.modelPath);
const inputs = Object.values(model.modelSignature['inputs']); const inputs = Object.values(model.modelSignature['inputs']);
inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model || !model['modelUrl']) log('load model failed:', config.object.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']); } else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }

6
src/object/nanodet.ts
View File

@ -4,7 +4,7 @@
* Based on: [**MB3-CenterNet**](https://github.com/610265158/mobilenetv3_centernet) * Based on: [**MB3-CenterNet**](https://github.com/610265158/mobilenetv3_centernet)
*/ */
import { log, join, now } from '../util/util'; import { log, now } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import { constants } from '../tfjs/constants'; import { constants } from '../tfjs/constants';
@ -24,11 +24,9 @@ const scaleBox = 2.5; // increase box size
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (!model || env.initial) { if (!model || env.initial) {
model = await loadModel(join(config.modelBasePath, config.object.modelPath || '')) as unknown as GraphModel; model = await loadModel(config.object.modelPath);
const inputs = Object.values(model.modelSignature['inputs']); const inputs = Object.values(model.modelSignature['inputs']);
inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0; inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model || !model['modelUrl']) log('load model failed:', config.object.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']); } else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }

9
src/segmentation/segmentation.ts
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@ -6,7 +6,7 @@
* - [**MediaPipe Selfie**](https://drive.google.com/file/d/1dCfozqknMa068vVsO2j_1FgZkW_e3VWv/preview) * - [**MediaPipe Selfie**](https://drive.google.com/file/d/1dCfozqknMa068vVsO2j_1FgZkW_e3VWv/preview)
*/ */
import { log, join } from '../util/util'; import { log } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import { loadModel } from '../tfjs/load'; import { loadModel } from '../tfjs/load';
import * as image from '../image/image'; import * as image from '../image/image';
@ -20,11 +20,8 @@ let model: GraphModel;
let busy = false; let busy = false;
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (!model || env.initial) { if (!model || env.initial) model = await loadModel(config.segmentation.modelPath);
model = await loadModel(join(config.modelBasePath, config.segmentation.modelPath || '')) as unknown as GraphModel; else if (config.debug) log('cached model:', model['modelUrl']);
if (!model || !model['modelUrl']) log('load model failed:', config.segmentation.modelPath);
else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }

80
src/tfjs/load.ts
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@ -1,45 +1,57 @@
import { log, mergeDeep } from '../util/util'; import { log, join } from '../util/util';
import * as tf from '../../dist/tfjs.esm.js'; import * as tf from '../../dist/tfjs.esm.js';
import type { GraphModel } from './types'; import type { GraphModel } from './types';
import type { Config } from '../config';
type FetchFunc = (url: RequestInfo, init?: RequestInit) => Promise<Response>; const options = {
type ProgressFunc = (...args) => void; cacheModels: false,
export type LoadOptions = {
appName: string,
autoSave: boolean,
verbose: boolean,
fetchFunc?: FetchFunc,
onProgress?: ProgressFunc,
}
let options: LoadOptions = {
appName: 'human',
autoSave: true,
verbose: true, verbose: true,
debug: false,
modelBasePath: '',
}; };
async function httpHandler(url: RequestInfo, init?: RequestInit): Promise<Response | null> { async function httpHandler(url, init?): Promise<Response | null> {
if (options.fetchFunc) return options.fetchFunc(url, init); if (options.debug) log('load model fetch:', url, init);
else log('error: fetch function is not defined'); if (typeof fetch === 'undefined') {
return null; log('error loading model: fetch function is not defined:');
return null;
}
return fetch(url, init);
} }
const tfLoadOptions = { export function setModelLoadOptions(config: Config) {
onProgress: (...args) => { options.cacheModels = config.cacheModels;
if (options.onProgress) options.onProgress(...args); options.verbose = config.debug;
else if (options.verbose) log('load model progress:', ...args); options.modelBasePath = config.modelBasePath;
}, }
fetchFunc: (url: RequestInfo, init?: RequestInit) => {
if (options.verbose) log('load model fetch:', url, init);
if (url.toString().toLowerCase().startsWith('http')) return httpHandler(url, init);
return null;
},
};
export async function loadModel(modelUrl: string, loadOptions?: LoadOptions): Promise<GraphModel> { export async function loadModel(modelPath: string | undefined): Promise<GraphModel> {
if (loadOptions) options = mergeDeep(loadOptions); const modelUrl = join(options.modelBasePath, modelPath || '');
if (!options.fetchFunc && (typeof globalThis.fetch !== 'undefined')) options.fetchFunc = globalThis.fetch; const modelPathSegments = modelUrl.split('/');
const model = await tf.loadGraphModel(modelUrl, tfLoadOptions) as unknown as GraphModel; const cachedModelName = 'indexeddb://' + modelPathSegments[modelPathSegments.length - 1].replace('.json', ''); // generate short model name for cache
const cachedModels = await tf.io.listModels(); // list all models already in cache
const modelCached = options.cacheModels && Object.keys(cachedModels).includes(cachedModelName); // is model found in cache
// create model prototype and decide if load from cache or from original modelurl
const model: GraphModel = new tf.GraphModel(modelCached ? cachedModelName : modelUrl, { fetchFunc: (url, init?) => httpHandler(url, init) }) as unknown as GraphModel;
try {
// @ts-ignore private function
model.findIOHandler(); // decide how to actually load a model
// @ts-ignore private property
if (options.debug) log('model load handler:', model.handler);
// @ts-ignore private property
const artifacts = await model.handler.load(); // load manifest
model.loadSync(artifacts); // load weights
if (options.verbose) log('load model:', model['modelUrl']);
} catch (err) {
log('error loading model:', modelUrl, err);
}
if (options.cacheModels && !modelCached) { // save model to cache
try {
const saveResult = await model.save(cachedModelName);
log('model saved:', cachedModelName, saveResult);
} catch (err) {
log('error saving model:', modelUrl, err);
}
}
return model; return model;
} }

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test/build.log
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typedoc/assets/search.js
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typedoc/classes/Env.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Env | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="Env.html">Env</a></li></ul><h1>Class Env</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Env | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="Env.html">Env</a></li></ul><h1>Class Env</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Env class that holds detected capabilities</p> <p>Env class that holds detected capabilities</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Env</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Constructors</h3><ul class="tsd-index-list"><li class="tsd-kind-constructor tsd-parent-kind-class"><a href="Env.html#constructor" class="tsd-kind-icon">constructor</a></li></ul></section><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#Canvas" class="tsd-kind-icon">Canvas</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#Image" class="tsd-kind-icon">Image</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#ImageData" class="tsd-kind-icon">Image<wbr/>Data</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#agent" class="tsd-kind-icon">agent</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#backends" class="tsd-kind-icon">backends</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#browser" class="tsd-kind-icon">browser</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#cpu" class="tsd-kind-icon">cpu</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#initial" class="tsd-kind-icon">initial</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#kernels" class="tsd-kind-icon">kernels</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#node" class="tsd-kind-icon">node</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#offscreen" class="tsd-kind-icon">offscreen</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#perfadd" class="tsd-kind-icon">perfadd</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#platform" class="tsd-kind-icon">platform</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#tfjs" class="tsd-kind-icon">tfjs</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#wasm" class="tsd-kind-icon">wasm</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#webgl" class="tsd-kind-icon">webgl</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#webgpu" class="tsd-kind-icon">webgpu</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#worker" class="tsd-kind-icon">worker</a></li></ul></section><section class="tsd-index-section "><h3>Methods</h3><ul class="tsd-index-list"><li class="tsd-kind-method tsd-parent-kind-class"><a href="Env.html#updateBackend" class="tsd-kind-icon">update<wbr/>Backend</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Env.html#updateCPU" class="tsd-kind-icon">updateCPU</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Constructors</h2><section class="tsd-panel tsd-member tsd-kind-constructor tsd-parent-kind-class"><a id="constructor" class="tsd-anchor"></a><h3>constructor</h3><ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">new <wbr/>Env<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="Env.html" class="tsd-signature-type" data-tsd-kind="Class">Env</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/util/env.ts#L81">src/util/env.ts:81</a></li></ul></aside><h4 class="tsd-returns-title">Returns <a href="Env.html" class="tsd-signature-type" data-tsd-kind="Class">Env</a></h4></li></ul></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="Canvas" class="tsd-anchor"></a><h3>Canvas</h3><div class="tsd-signature tsd-kind-icon">Canvas<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">undefined</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/util/env.ts#L75">src/util/env.ts:75</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Env</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Constructors</h3><ul class="tsd-index-list"><li class="tsd-kind-constructor tsd-parent-kind-class"><a href="Env.html#constructor" class="tsd-kind-icon">constructor</a></li></ul></section><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#Canvas" class="tsd-kind-icon">Canvas</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#Image" class="tsd-kind-icon">Image</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#ImageData" class="tsd-kind-icon">Image<wbr/>Data</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#agent" class="tsd-kind-icon">agent</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#backends" class="tsd-kind-icon">backends</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#browser" class="tsd-kind-icon">browser</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#cpu" class="tsd-kind-icon">cpu</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#initial" class="tsd-kind-icon">initial</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#kernels" class="tsd-kind-icon">kernels</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#node" class="tsd-kind-icon">node</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#offscreen" class="tsd-kind-icon">offscreen</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#perfadd" class="tsd-kind-icon">perfadd</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#platform" class="tsd-kind-icon">platform</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#tfjs" class="tsd-kind-icon">tfjs</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#wasm" class="tsd-kind-icon">wasm</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#webgl" class="tsd-kind-icon">webgl</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#webgpu" class="tsd-kind-icon">webgpu</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Env.html#worker" class="tsd-kind-icon">worker</a></li></ul></section><section class="tsd-index-section "><h3>Methods</h3><ul class="tsd-index-list"><li class="tsd-kind-method tsd-parent-kind-class"><a href="Env.html#updateBackend" class="tsd-kind-icon">update<wbr/>Backend</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Env.html#updateCPU" class="tsd-kind-icon">updateCPU</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Constructors</h2><section class="tsd-panel tsd-member tsd-kind-constructor tsd-parent-kind-class"><a id="constructor" class="tsd-anchor"></a><h3>constructor</h3><ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">new <wbr/>Env<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="Env.html" class="tsd-signature-type" data-tsd-kind="Class">Env</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/util/env.ts#L81">src/util/env.ts:81</a></li></ul></aside><h4 class="tsd-returns-title">Returns <a href="Env.html" class="tsd-signature-type" data-tsd-kind="Class">Env</a></h4></li></ul></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="Canvas" class="tsd-anchor"></a><h3>Canvas</h3><div class="tsd-signature tsd-kind-icon">Canvas<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">undefined</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/util/env.ts#L75">src/util/env.ts:75</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>MonkeyPatch for Canvas</p> <p>MonkeyPatch for Canvas</p>

4
typedoc/classes/GraphModel.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GraphModel | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="GraphModel.html">GraphModel</a></li></ul><h1>Class GraphModel</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GraphModel | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="GraphModel.html">GraphModel</a></li></ul><h1>Class GraphModel</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>A <code>tf.GraphModel</code> is a directed, acyclic graph built from a <p>A <code>tf.GraphModel</code> is a directed, acyclic graph built from a
SavedModel GraphDef and allows inference execution.</p> SavedModel GraphDef and allows inference execution.</p>
</div><div><p>A <code>tf.GraphModel</code> can only be created by loading from a model converted from </div><div><p>A <code>tf.GraphModel</code> can only be created by loading from a model converted from
a <a href="https://www.tensorflow.org/guide/saved_model">TensorFlow SavedModel</a> using a <a href="https://www.tensorflow.org/guide/saved_model">TensorFlow SavedModel</a> using
the command line converter tool and loaded via <code>loadModel</code>.</p> the command line converter tool and loaded via <code>tf.loadGraphModel</code>.</p>
</div><dl class="tsd-comment-tags"><dt>doc</dt><dd><p>{heading: &#39;Models&#39;, subheading: &#39;Classes&#39;}</p> </div><dl class="tsd-comment-tags"><dt>doc</dt><dd><p>{heading: &#39;Models&#39;, subheading: &#39;Classes&#39;}</p>
</dd></dl></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GraphModel</span></li></ul></section><section class="tsd-panel"><h3>Implements</h3><ul class="tsd-hierarchy"><li><span class="tsd-signature-type">InferenceModel</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Constructors</h3><ul class="tsd-index-list"><li class="tsd-kind-constructor tsd-parent-kind-class"><a href="GraphModel.html#constructor" class="tsd-kind-icon">constructor</a></li></ul></section><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#inputNodes" class="tsd-kind-icon">input<wbr/>Nodes</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#inputs" class="tsd-kind-icon">inputs</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#metadata" class="tsd-kind-icon">metadata</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#modelSignature" class="tsd-kind-icon">model<wbr/>Signature</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#modelVersion" class="tsd-kind-icon">model<wbr/>Version</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#outputNodes" class="tsd-kind-icon">output<wbr/>Nodes</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#outputs" class="tsd-kind-icon">outputs</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#weights" class="tsd-kind-icon">weights</a></li></ul></section><section class="tsd-index-section "><h3>Methods</h3><ul class="tsd-index-list"><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#dispose" class="tsd-kind-icon">dispose</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#disposeIntermediateTensors" class="tsd-kind-icon">dispose<wbr/>Intermediate<wbr/>Tensors</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#execute" class="tsd-kind-icon">execute</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#executeAsync" class="tsd-kind-icon">execute<wbr/>Async</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#getIntermediateTensors" class="tsd-kind-icon">get<wbr/>Intermediate<wbr/>Tensors</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#load" class="tsd-kind-icon">load</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#loadSync" class="tsd-kind-icon">load<wbr/>Sync</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#predict" class="tsd-kind-icon">predict</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#save" class="tsd-kind-icon">save</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Constructors</h2><section class="tsd-panel tsd-member tsd-kind-constructor tsd-parent-kind-class"><a id="constructor" class="tsd-anchor"></a><h3>constructor</h3><ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">new <wbr/>Graph<wbr/>Model<span class="tsd-signature-symbol">(</span>modelUrl<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span>, loadOptions<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">LoadOptions</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.13.0_@tensorflow+tfjs-core@3.13.0/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:59</li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>modelUrl: <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span></h5><div class="tsd-comment tsd-typography"><div class="lead"> </dd></dl></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GraphModel</span></li></ul></section><section class="tsd-panel"><h3>Implements</h3><ul class="tsd-hierarchy"><li><span class="tsd-signature-type">InferenceModel</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Constructors</h3><ul class="tsd-index-list"><li class="tsd-kind-constructor tsd-parent-kind-class"><a href="GraphModel.html#constructor" class="tsd-kind-icon">constructor</a></li></ul></section><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#inputNodes" class="tsd-kind-icon">input<wbr/>Nodes</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#inputs" class="tsd-kind-icon">inputs</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#metadata" class="tsd-kind-icon">metadata</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#modelSignature" class="tsd-kind-icon">model<wbr/>Signature</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#modelVersion" class="tsd-kind-icon">model<wbr/>Version</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#outputNodes" class="tsd-kind-icon">output<wbr/>Nodes</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#outputs" class="tsd-kind-icon">outputs</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="GraphModel.html#weights" class="tsd-kind-icon">weights</a></li></ul></section><section class="tsd-index-section "><h3>Methods</h3><ul class="tsd-index-list"><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#dispose" class="tsd-kind-icon">dispose</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#disposeIntermediateTensors" class="tsd-kind-icon">dispose<wbr/>Intermediate<wbr/>Tensors</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#execute" class="tsd-kind-icon">execute</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#executeAsync" class="tsd-kind-icon">execute<wbr/>Async</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#getIntermediateTensors" class="tsd-kind-icon">get<wbr/>Intermediate<wbr/>Tensors</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#load" class="tsd-kind-icon">load</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#loadSync" class="tsd-kind-icon">load<wbr/>Sync</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#predict" class="tsd-kind-icon">predict</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="GraphModel.html#save" class="tsd-kind-icon">save</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Constructors</h2><section class="tsd-panel tsd-member tsd-kind-constructor tsd-parent-kind-class"><a id="constructor" class="tsd-anchor"></a><h3>constructor</h3><ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">new <wbr/>Graph<wbr/>Model<span class="tsd-signature-symbol">(</span>modelUrl<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span>, loadOptions<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">LoadOptions</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-converter@3.13.0_@tensorflow+tfjs-core@3.13.0/node_modules/@tensorflow/tfjs-converter/dist/executor/graph_model.d.ts:59</li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>modelUrl: <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span></h5><div class="tsd-comment tsd-typography"><div class="lead">
<p>url for the model, or an <code>io.IOHandler</code>.</p> <p>url for the model, or an <code>io.IOHandler</code>.</p>

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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Models | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="Models.html">Models</a></li></ul><h1>Class Models</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Models | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="Models.html">Models</a></li></ul><h1>Class Models</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Instances of all possible TFJS Graph Models used by Human</p> <p>Instances of all possible TFJS Graph Models used by Human</p>
<ul> <ul>
<li>loaded as needed based on configuration</li> <li>loaded as needed based on configuration</li>

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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Tensor | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="Tensor.html">Tensor</a></li></ul><h1>Class Tensor&lt;R&gt;</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Tensor | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="Tensor.html">Tensor</a></li></ul><h1>Class Tensor&lt;R&gt;</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>A <code>tf.Tensor</code> object represents an immutable, multidimensional array of <p>A <code>tf.Tensor</code> object represents an immutable, multidimensional array of
numbers that has a shape and a data type.</p> numbers that has a shape and a data type.</p>
</div><div><p>For performance reasons, functions that create tensors do not necessarily </div><div><p>For performance reasons, functions that create tensors do not necessarily

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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="BodyConfig.html">BodyConfig</a></li></ul><h1>Interface BodyConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="BodyConfig.html">BodyConfig</a></li></ul><h1>Interface BodyConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Configures all body detection specific options</p> <p>Configures all body detection specific options</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">BodyConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">BodyConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>

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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyKeypoint | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="BodyKeypoint.html">BodyKeypoint</a></li></ul><h1>Interface BodyKeypoint</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyKeypoint | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="BodyKeypoint.html">BodyKeypoint</a></li></ul><h1>Interface BodyKeypoint</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Body Result keypoints</p> <p>Body Result keypoints</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">BodyKeypoint</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#distance" class="tsd-kind-icon">distance</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#part" class="tsd-kind-icon">part</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#position" class="tsd-kind-icon">position</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#positionRaw" class="tsd-kind-icon">position<wbr/>Raw</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#score" class="tsd-kind-icon">score</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="distance" class="tsd-anchor"></a><h3><span class="tsd-flag ts-flagOptional">Optional</span> distance</h3><div class="tsd-signature tsd-kind-icon">distance<span class="tsd-signature-symbol">?:</span> <a href="../index.html#Point" class="tsd-signature-type" data-tsd-kind="Type alias">Point</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L94">src/result.ts:94</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">BodyKeypoint</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#distance" class="tsd-kind-icon">distance</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#part" class="tsd-kind-icon">part</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#position" class="tsd-kind-icon">position</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#positionRaw" class="tsd-kind-icon">position<wbr/>Raw</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#score" class="tsd-kind-icon">score</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="distance" class="tsd-anchor"></a><h3><span class="tsd-flag ts-flagOptional">Optional</span> distance</h3><div class="tsd-signature tsd-kind-icon">distance<span class="tsd-signature-symbol">?:</span> <a href="../index.html#Point" class="tsd-signature-type" data-tsd-kind="Type alias">Point</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L94">src/result.ts:94</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>body part position relative to body center in meters</p> <p>body part position relative to body center in meters</p>

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typedoc/interfaces/BodyResult.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyResult | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="BodyResult.html">BodyResult</a></li></ul><h1>Interface BodyResult</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyResult | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="BodyResult.html">BodyResult</a></li></ul><h1>Interface BodyResult</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Body results</p> <p>Body results</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">BodyResult</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#annotations" class="tsd-kind-icon">annotations</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#box" class="tsd-kind-icon">box</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#boxRaw" class="tsd-kind-icon">box<wbr/>Raw</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#id" class="tsd-kind-icon">id</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#keypoints" class="tsd-kind-icon">keypoints</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#score" class="tsd-kind-icon">score</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="annotations" class="tsd-anchor"></a><h3>annotations</h3><div class="tsd-signature tsd-kind-icon">annotations<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol">&lt;</span><a href="../index.html#BodyAnnotation" class="tsd-signature-type" data-tsd-kind="Type alias">BodyAnnotation</a><span class="tsd-signature-symbol">, </span><a href="../index.html#Point" class="tsd-signature-type" data-tsd-kind="Type alias">Point</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L112">src/result.ts:112</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">BodyResult</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#annotations" class="tsd-kind-icon">annotations</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#box" class="tsd-kind-icon">box</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#boxRaw" class="tsd-kind-icon">box<wbr/>Raw</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#id" class="tsd-kind-icon">id</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#keypoints" class="tsd-kind-icon">keypoints</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyResult.html#score" class="tsd-kind-icon">score</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="annotations" class="tsd-anchor"></a><h3>annotations</h3><div class="tsd-signature tsd-kind-icon">annotations<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol">&lt;</span><a href="../index.html#BodyAnnotation" class="tsd-signature-type" data-tsd-kind="Type alias">BodyAnnotation</a><span class="tsd-signature-symbol">, </span><a href="../index.html#Point" class="tsd-signature-type" data-tsd-kind="Type alias">Point</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L112">src/result.ts:112</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>detected body keypoints combined into annotated parts</p> <p>detected body keypoints combined into annotated parts</p>

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typedoc/interfaces/Config.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Config | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="Config.html">Config</a></li></ul><h1>Interface Config</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Config | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="Config.html">Config</a></li></ul><h1>Interface Config</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Configuration interface definition for <strong>Human</strong> library <p>Configuration interface definition for <strong>Human</strong> library
Contains all configurable parameters Contains all configurable parameters
Defaults: <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L262">config</a></p> Defaults: <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L262">config</a></p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Config</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#deallocate" class="tsd-kind-icon">deallocate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="async" class="tsd-anchor"></a><h3>async</h3><div class="tsd-signature tsd-kind-icon">async<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L234">src/config.ts:234</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Config</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheModels" class="tsd-kind-icon">cache<wbr/>Models</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#deallocate" class="tsd-kind-icon">deallocate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="async" class="tsd-anchor"></a><h3>async</h3><div class="tsd-signature tsd-kind-icon">async<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L234">src/config.ts:234</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Perform model loading and inference concurrently or sequentially</p> <p>Perform model loading and inference concurrently or sequentially</p>
</div><div><p>default: <code>true</code></p> </div><div><p>default: <code>true</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="backend" class="tsd-anchor"></a><h3>backend</h3><div class="tsd-signature tsd-kind-icon">backend<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;cpu&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;wasm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;humangl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;tensorflow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgpu&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L216">src/config.ts:216</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="backend" class="tsd-anchor"></a><h3>backend</h3><div class="tsd-signature tsd-kind-icon">backend<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;cpu&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;wasm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;humangl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;tensorflow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgpu&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L216">src/config.ts:216</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
@ -13,27 +13,30 @@ valid build-in backends are:</p>
<li>NodeJS: <code>cpu</code>, <code>wasm</code>, <code>tensorflow</code> <li>NodeJS: <code>cpu</code>, <code>wasm</code>, <code>tensorflow</code>
default: <code>humangl</code> for browser and <code>tensorflow</code> for nodejs</li> default: <code>humangl</code> for browser and <code>tensorflow</code> for nodejs</li>
</ul> </ul>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="body" class="tsd-anchor"></a><h3>body</h3><div class="tsd-signature tsd-kind-icon">body<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L275">src/config.ts:275</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="body" class="tsd-anchor"></a><h3>body</h3><div class="tsd-signature tsd-kind-icon">body<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L280">src/config.ts:280</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Body config <a href="BodyConfig.html">BodyConfig</a></p> <p>Body config <a href="BodyConfig.html">BodyConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="cacheSensitivity" class="tsd-anchor"></a><h3>cache<wbr/>Sensitivity</h3><div class="tsd-signature tsd-kind-icon">cache<wbr/>Sensitivity<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L257">src/config.ts:257</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="cacheModels" class="tsd-anchor"></a><h3>cache<wbr/>Models</h3><div class="tsd-signature tsd-kind-icon">cache<wbr/>Models<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L254">src/config.ts:254</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Cache models in IndexDB on first sucessfull load
default: true if indexdb is available (browsers), false if its not (nodejs)</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="cacheSensitivity" class="tsd-anchor"></a><h3>cache<wbr/>Sensitivity</h3><div class="tsd-signature tsd-kind-icon">cache<wbr/>Sensitivity<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L262">src/config.ts:262</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Cache sensitivity</p> <p>Cache sensitivity</p>
<ul> <ul>
<li>values 0..1 where 0.01 means reset cache if input changed more than 1%</li> <li>values 0..1 where 0.01 means reset cache if input changed more than 1%</li>
<li>set to 0 to disable caching</li> <li>set to 0 to disable caching</li>
</ul> </ul>
</div><div><p>default: 0.7</p> </div><div><p>default: 0.7</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="deallocate" class="tsd-anchor"></a><h3>deallocate</h3><div class="tsd-signature tsd-kind-icon">deallocate<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L260">src/config.ts:260</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="deallocate" class="tsd-anchor"></a><h3>deallocate</h3><div class="tsd-signature tsd-kind-icon">deallocate<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L265">src/config.ts:265</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Perform immediate garbage collection on deallocated tensors instead of caching them</p> <p>Perform immediate garbage collection on deallocated tensors instead of caching them</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="debug" class="tsd-anchor"></a><h3>debug</h3><div class="tsd-signature tsd-kind-icon">debug<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L228">src/config.ts:228</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="debug" class="tsd-anchor"></a><h3>debug</h3><div class="tsd-signature tsd-kind-icon">debug<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L228">src/config.ts:228</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Print debug statements to console</p> <p>Print debug statements to console</p>
</div><div><p>default: <code>true</code></p> </div><div><p>default: <code>true</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="face" class="tsd-anchor"></a><h3>face</h3><div class="tsd-signature tsd-kind-icon">face<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L272">src/config.ts:272</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="face" class="tsd-anchor"></a><h3>face</h3><div class="tsd-signature tsd-kind-icon">face<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L277">src/config.ts:277</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Face config <a href="FaceConfig.html">FaceConfig</a></p> <p>Face config <a href="FaceConfig.html">FaceConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="filter" class="tsd-anchor"></a><h3>filter</h3><div class="tsd-signature tsd-kind-icon">filter<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FilterConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FilterConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L266">src/config.ts:266</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="filter" class="tsd-anchor"></a><h3>filter</h3><div class="tsd-signature tsd-kind-icon">filter<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FilterConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FilterConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L271">src/config.ts:271</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Filter config <a href="FilterConfig.html">FilterConfig</a></p> <p>Filter config <a href="FilterConfig.html">FilterConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="gesture" class="tsd-anchor"></a><h3>gesture</h3><div class="tsd-signature tsd-kind-icon">gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="GestureConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GestureConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L269">src/config.ts:269</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="gesture" class="tsd-anchor"></a><h3>gesture</h3><div class="tsd-signature tsd-kind-icon">gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="GestureConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GestureConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L274">src/config.ts:274</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Gesture config <a href="GestureConfig.html">GestureConfig</a></p> <p>Gesture config <a href="GestureConfig.html">GestureConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hand" class="tsd-anchor"></a><h3>hand</h3><div class="tsd-signature tsd-kind-icon">hand<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L278">src/config.ts:278</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hand" class="tsd-anchor"></a><h3>hand</h3><div class="tsd-signature tsd-kind-icon">hand<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L283">src/config.ts:283</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Hand config <a href="HandConfig.html">HandConfig</a></p> <p>Hand config <a href="HandConfig.html">HandConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="modelBasePath" class="tsd-anchor"></a><h3>model<wbr/>Base<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Base<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L249">src/config.ts:249</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="modelBasePath" class="tsd-anchor"></a><h3>model<wbr/>Base<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Base<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L249">src/config.ts:249</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Base model path (typically starting with file://, http:// or https://) for all models</p> <p>Base model path (typically starting with file://, http:// or https://) for all models</p>
@ -41,11 +44,11 @@ default: <code>humangl</code> for browser and <code>tensorflow</code> for nodejs
<li>individual modelPath values are relative to this path</li> <li>individual modelPath values are relative to this path</li>
</ul> </ul>
</div><div><p>default: <code>../models/</code> for browsers and <code>file://models/</code> for nodejs</p> </div><div><p>default: <code>../models/</code> for browsers and <code>file://models/</code> for nodejs</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="object" class="tsd-anchor"></a><h3>object</h3><div class="tsd-signature tsd-kind-icon">object<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L281">src/config.ts:281</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="object" class="tsd-anchor"></a><h3>object</h3><div class="tsd-signature tsd-kind-icon">object<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L286">src/config.ts:286</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Object config <a href="ObjectConfig.html">ObjectConfig</a></p> <p>Object config <a href="ObjectConfig.html">ObjectConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><div class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L284">src/config.ts:284</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><div class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L289">src/config.ts:289</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Segmentation config <a href="SegmentationConfig.html">SegmentationConfig</a></p> <p>Segmentation config <a href="SegmentationConfig.html">SegmentationConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skipAllowed" class="tsd-anchor"></a><h3>skip<wbr/>Allowed</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Allowed<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L263">src/config.ts:263</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skipAllowed" class="tsd-anchor"></a><h3>skip<wbr/>Allowed</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Allowed<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L268">src/config.ts:268</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Internal Variable</p> <p>Internal Variable</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="warmup" class="tsd-anchor"></a><h3>warmup</h3><div class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;face&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;body&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;none&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;full&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L242">src/config.ts:242</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="warmup" class="tsd-anchor"></a><h3>warmup</h3><div class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;face&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;body&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;none&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;full&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L242">src/config.ts:242</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>What to use for <code>human.warmup()</code></p> <p>What to use for <code>human.warmup()</code></p>
@ -57,4 +60,4 @@ default: <code>humangl</code> for browser and <code>tensorflow</code> for nodejs
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="wasmPath" class="tsd-anchor"></a><h3>wasm<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">wasm<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L222">src/config.ts:222</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="wasmPath" class="tsd-anchor"></a><h3>wasm<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">wasm<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L222">src/config.ts:222</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Path to *.wasm files if backend is set to <code>wasm</code></p> <p>Path to *.wasm files if backend is set to <code>wasm</code></p>
</div><div><p>default: auto-detects to link to CDN <code>jsdelivr</code> when running in browser</p> </div><div><p>default: auto-detects to link to CDN <code>jsdelivr</code> when running in browser</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="Config.html" class="tsd-kind-icon">Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property 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class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul 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tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheModels" class="tsd-kind-icon">cache<wbr/>Models</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#deallocate" class="tsd-kind-icon">deallocate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

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typedoc/interfaces/FaceAntiSpoofConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceAntiSpoofConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="FaceAntiSpoofConfig.html">FaceAntiSpoofConfig</a></li></ul><h1>Interface FaceAntiSpoofConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceAntiSpoofConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="FaceAntiSpoofConfig.html">FaceAntiSpoofConfig</a></li></ul><h1>Interface FaceAntiSpoofConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Anti-spoofing part of face configuration</p> <p>Anti-spoofing part of face configuration</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceAntiSpoofConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceAntiSpoofConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>

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typedoc/interfaces/FaceConfig.html
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typedoc/interfaces/FaceDescriptionConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceDescriptionConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="FaceDescriptionConfig.html">FaceDescriptionConfig</a></li></ul><h1>Interface FaceDescriptionConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceDescriptionConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="FaceDescriptionConfig.html">FaceDescriptionConfig</a></li></ul><h1>Interface FaceDescriptionConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Description or face embedding part of face configuration</p> <p>Description or face embedding part of face configuration</p>
<ul> <ul>
<li>also used by age and gender detection</li> <li>also used by age and gender detection</li>

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typedoc/interfaces/FaceDetectorConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceDetectorConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="FaceDetectorConfig.html">FaceDetectorConfig</a></li></ul><h1>Interface FaceDetectorConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceDetectorConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="FaceDetectorConfig.html">FaceDetectorConfig</a></li></ul><h1>Interface FaceDetectorConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Detector part of face configuration</p> <p>Detector part of face configuration</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceDetectorConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#mask" class="tsd-kind-icon">mask</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceDetectorConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#mask" class="tsd-kind-icon">mask</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>

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typedoc/interfaces/FaceEmotionConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceEmotionConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="FaceEmotionConfig.html">FaceEmotionConfig</a></li></ul><h1>Interface FaceEmotionConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceEmotionConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="FaceEmotionConfig.html">FaceEmotionConfig</a></li></ul><h1>Interface FaceEmotionConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Emotion part of face configuration</p> <p>Emotion part of face configuration</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceEmotionConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceEmotionConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceEmotionConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceEmotionConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>

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typedoc/interfaces/FaceIrisConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceIrisConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="FaceIrisConfig.html">FaceIrisConfig</a></li></ul><h1>Interface FaceIrisConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceIrisConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="FaceIrisConfig.html">FaceIrisConfig</a></li></ul><h1>Interface FaceIrisConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Iris part of face configuration</p> <p>Iris part of face configuration</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceIrisConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceIrisConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>

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typedoc/interfaces/FaceLivenessConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceLivenessConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="FaceLivenessConfig.html">FaceLivenessConfig</a></li></ul><h1>Interface FaceLivenessConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceLivenessConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="FaceLivenessConfig.html">FaceLivenessConfig</a></li></ul><h1>Interface FaceLivenessConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Liveness part of face configuration</p> <p>Liveness part of face configuration</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceLivenessConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceLivenessConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>

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typedoc/interfaces/FaceMeshConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceMeshConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="FaceMeshConfig.html">FaceMeshConfig</a></li></ul><h1>Interface FaceMeshConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceMeshConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="FaceMeshConfig.html">FaceMeshConfig</a></li></ul><h1>Interface FaceMeshConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Mesh part of face configuration</p> <p>Mesh part of face configuration</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceMeshConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceMeshConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>

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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceResult | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="FaceResult.html">FaceResult</a></li></ul><h1>Interface FaceResult</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceResult | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="FaceResult.html">FaceResult</a></li></ul><h1>Interface FaceResult</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Face results</p> <p>Face results</p>
<ul> <ul>
<li>Combined results of face detector, face mesh, age, gender, emotion, embedding, iris models</li> <li>Combined results of face detector, face mesh, age, gender, emotion, embedding, iris models</li>

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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FilterConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="FilterConfig.html">FilterConfig</a></li></ul><h1>Interface FilterConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FilterConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="FilterConfig.html">FilterConfig</a></li></ul><h1>Interface FilterConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Run input through image filters before inference</p> <p>Run input through image filters before inference</p>
<ul> <ul>
<li>available only in Browser environments</li> <li>available only in Browser environments</li>

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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GenericConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="GenericConfig.html">GenericConfig</a></li></ul><h1>Interface GenericConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GenericConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="GenericConfig.html">GenericConfig</a></li></ul><h1>Interface GenericConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Generic config type inherited by all module types</p> <p>Generic config type inherited by all module types</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GenericConfig</span><ul class="tsd-hierarchy"><li><a href="FaceDetectorConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceDetectorConfig</a></li><li><a href="FaceMeshConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceMeshConfig</a></li><li><a href="FaceIrisConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceIrisConfig</a></li><li><a href="FaceDescriptionConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceDescriptionConfig</a></li><li><a href="FaceEmotionConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceEmotionConfig</a></li><li><a href="FaceAntiSpoofConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceAntiSpoofConfig</a></li><li><a href="FaceLivenessConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceLivenessConfig</a></li><li><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a></li><li><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a></li><li><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a></li><li><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a></li><li><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GenericConfig</span><ul class="tsd-hierarchy"><li><a href="FaceDetectorConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceDetectorConfig</a></li><li><a href="FaceMeshConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceMeshConfig</a></li><li><a href="FaceIrisConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceIrisConfig</a></li><li><a href="FaceDescriptionConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceDescriptionConfig</a></li><li><a href="FaceEmotionConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceEmotionConfig</a></li><li><a href="FaceAntiSpoofConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceAntiSpoofConfig</a></li><li><a href="FaceLivenessConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceLivenessConfig</a></li><li><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a></li><li><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a></li><li><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a></li><li><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a></li><li><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>

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typedoc/interfaces/GestureConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GestureConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="GestureConfig.html">GestureConfig</a></li></ul><h1>Interface GestureConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GestureConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="GestureConfig.html">GestureConfig</a></li></ul><h1>Interface GestureConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Controlls gesture detection</p> <p>Controlls gesture detection</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GestureConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L196">src/config.ts:196</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GestureConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L196">src/config.ts:196</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is gesture detection enabled?</p> <p>is gesture detection enabled?</p>

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typedoc/interfaces/HandConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>HandConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="HandConfig.html">HandConfig</a></li></ul><h1>Interface HandConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>HandConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="HandConfig.html">HandConfig</a></li></ul><h1>Interface HandConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Configures all hand detection specific options</p> <p>Configures all hand detection specific options</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">HandConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#detector" class="tsd-kind-icon">detector</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#landmarks" class="tsd-kind-icon">landmarks</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#modelPath-1" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#skeleton" class="tsd-kind-icon">skeleton</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="detector" class="tsd-anchor"></a><h3>detector</h3><div class="tsd-signature tsd-kind-icon">detector<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>modelPath<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L107">src/config.ts:107</a></li></ul></aside><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5><span class="tsd-flag ts-flagOptional">Optional</span> model<wbr/>Path<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span></h5><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">HandConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#detector" class="tsd-kind-icon">detector</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#landmarks" class="tsd-kind-icon">landmarks</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#modelPath-1" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#skeleton" class="tsd-kind-icon">skeleton</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="detector" class="tsd-anchor"></a><h3>detector</h3><div class="tsd-signature tsd-kind-icon">detector<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>modelPath<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L107">src/config.ts:107</a></li></ul></aside><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5><span class="tsd-flag ts-flagOptional">Optional</span> model<wbr/>Path<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span></h5><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to hand detector model json</p> <p>path to hand detector model json</p>

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typedoc/interfaces/HandResult.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>HandResult | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="HandResult.html">HandResult</a></li></ul><h1>Interface HandResult</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>HandResult | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="HandResult.html">HandResult</a></li></ul><h1>Interface HandResult</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Hand results</p> <p>Hand results</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">HandResult</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#annotations" class="tsd-kind-icon">annotations</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#box" class="tsd-kind-icon">box</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#boxRaw" class="tsd-kind-icon">box<wbr/>Raw</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#boxScore" class="tsd-kind-icon">box<wbr/>Score</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#fingerScore" class="tsd-kind-icon">finger<wbr/>Score</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#id" class="tsd-kind-icon">id</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#keypoints" class="tsd-kind-icon">keypoints</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#label" class="tsd-kind-icon">label</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#landmarks" class="tsd-kind-icon">landmarks</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#score" class="tsd-kind-icon">score</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="annotations" class="tsd-anchor"></a><h3>annotations</h3><div class="tsd-signature tsd-kind-icon">annotations<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol">&lt;</span><a href="../index.html#Finger" class="tsd-signature-type" data-tsd-kind="Type alias">Finger</a><span class="tsd-signature-symbol">, </span><a href="../index.html#Point" class="tsd-signature-type" data-tsd-kind="Type alias">Point</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L139">src/result.ts:139</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">HandResult</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#annotations" class="tsd-kind-icon">annotations</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#box" class="tsd-kind-icon">box</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#boxRaw" class="tsd-kind-icon">box<wbr/>Raw</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#boxScore" class="tsd-kind-icon">box<wbr/>Score</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#fingerScore" class="tsd-kind-icon">finger<wbr/>Score</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#id" class="tsd-kind-icon">id</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#keypoints" class="tsd-kind-icon">keypoints</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#label" class="tsd-kind-icon">label</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#landmarks" class="tsd-kind-icon">landmarks</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandResult.html#score" class="tsd-kind-icon">score</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="annotations" class="tsd-anchor"></a><h3>annotations</h3><div class="tsd-signature tsd-kind-icon">annotations<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol">&lt;</span><a href="../index.html#Finger" class="tsd-signature-type" data-tsd-kind="Type alias">Finger</a><span class="tsd-signature-symbol">, </span><a href="../index.html#Point" class="tsd-signature-type" data-tsd-kind="Type alias">Point</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L139">src/result.ts:139</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>detected hand keypoints combined into annotated parts</p> <p>detected hand keypoints combined into annotated parts</p>

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typedoc/interfaces/ObjectConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>ObjectConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="ObjectConfig.html">ObjectConfig</a></li></ul><h1>Interface ObjectConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>ObjectConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="ObjectConfig.html">ObjectConfig</a></li></ul><h1>Interface ObjectConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Configures all object detection specific options</p> <p>Configures all object detection specific options</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">ObjectConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">ObjectConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>

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typedoc/interfaces/ObjectResult.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>ObjectResult | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="ObjectResult.html">ObjectResult</a></li></ul><h1>Interface ObjectResult</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>ObjectResult | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="ObjectResult.html">ObjectResult</a></li></ul><h1>Interface ObjectResult</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Object results</p> <p>Object results</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">ObjectResult</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#box" class="tsd-kind-icon">box</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#boxRaw" class="tsd-kind-icon">box<wbr/>Raw</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#class" class="tsd-kind-icon">class</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#id" class="tsd-kind-icon">id</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#label" class="tsd-kind-icon">label</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#score" class="tsd-kind-icon">score</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="box" class="tsd-anchor"></a><h3>box</h3><div class="tsd-signature tsd-kind-icon">box<span class="tsd-signature-symbol">:</span> <a href="../index.html#Box" class="tsd-signature-type" data-tsd-kind="Type alias">Box</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L162">src/result.ts:162</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">ObjectResult</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#box" class="tsd-kind-icon">box</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#boxRaw" class="tsd-kind-icon">box<wbr/>Raw</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#class" class="tsd-kind-icon">class</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#id" class="tsd-kind-icon">id</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#label" class="tsd-kind-icon">label</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectResult.html#score" class="tsd-kind-icon">score</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="box" class="tsd-anchor"></a><h3>box</h3><div class="tsd-signature tsd-kind-icon">box<span class="tsd-signature-symbol">:</span> <a href="../index.html#Box" class="tsd-signature-type" data-tsd-kind="Type alias">Box</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L162">src/result.ts:162</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>detected object box</p> <p>detected object box</p>

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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>PersonResult | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="PersonResult.html">PersonResult</a></li></ul><h1>Interface PersonResult</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>PersonResult | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="PersonResult.html">PersonResult</a></li></ul><h1>Interface PersonResult</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Person getter</p> <p>Person getter</p>
<ul> <ul>
<li>Triggers combining all individual results into a virtual person object</li> <li>Triggers combining all individual results into a virtual person object</li>

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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Result | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="Result.html">Result</a></li></ul><h1>Interface Result</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Result | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="Result.html">Result</a></li></ul><h1>Interface Result</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Result interface definition for <strong>Human</strong> library</p> <p>Result interface definition for <strong>Human</strong> library</p>
</div><div><p>Contains all possible detection results</p> </div><div><p>Contains all possible detection results</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Result</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#canvas" class="tsd-kind-icon">canvas</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#error" class="tsd-kind-icon">error</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#performance" class="tsd-kind-icon">performance</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#persons" class="tsd-kind-icon">persons</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#timestamp" class="tsd-kind-icon">timestamp</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="body" class="tsd-anchor"></a><h3>body</h3><div class="tsd-signature tsd-kind-icon">body<span class="tsd-signature-symbol">:</span> <a href="BodyResult.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyResult</a><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L207">src/result.ts:207</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Result</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#canvas" class="tsd-kind-icon">canvas</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#error" class="tsd-kind-icon">error</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#performance" class="tsd-kind-icon">performance</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#persons" class="tsd-kind-icon">persons</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#timestamp" class="tsd-kind-icon">timestamp</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="body" class="tsd-anchor"></a><h3>body</h3><div class="tsd-signature tsd-kind-icon">body<span class="tsd-signature-symbol">:</span> <a href="BodyResult.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyResult</a><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L207">src/result.ts:207</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">

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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>SegmentationConfig | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.8</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.8</a></li><li><a href="SegmentationConfig.html">SegmentationConfig</a></li></ul><h1>Interface SegmentationConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>SegmentationConfig | @vladmandic/human - v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="SegmentationConfig.html">SegmentationConfig</a></li></ul><h1>Interface SegmentationConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Configures all body segmentation module <p>Configures all body segmentation module
removes background from input containing person removes background from input containing person
if segmentation is enabled it will run as preprocessing task before any other model if segmentation is enabled it will run as preprocessing task before any other model

2
typedoc/modules/Tensor.html
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@ -1 +1 @@
<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Tensor | @vladmandic/human - v2.5.8</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - 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v2.6.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.6.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.6.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.6.0</a></li><li><a href="Tensor.html">Tensor</a></li></ul><h1>Namespace Tensor</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class="current tsd-kind-namespace"><a href="Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

10
types/human.d.ts vendored
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@ -190,6 +190,10 @@ export declare interface Config {
* default: `../models/` for browsers and `file://models/` for nodejs * default: `../models/` for browsers and `file://models/` for nodejs
*/ */
modelBasePath: string; modelBasePath: string;
/** Cache models in IndexDB on first sucessfull load
* default: true if indexdb is available (browsers), false if its not (nodejs)
*/
cacheModels: boolean;
/** Cache sensitivity /** Cache sensitivity
* - values 0..1 where 0.01 means reset cache if input changed more than 1% * - values 0..1 where 0.01 means reset cache if input changed more than 1%
* - set to 0 to disable caching * - set to 0 to disable caching
@ -778,7 +782,7 @@ declare interface GPUData {
* *
* A `tf.GraphModel` can only be created by loading from a model converted from * A `tf.GraphModel` can only be created by loading from a model converted from
* a [TensorFlow SavedModel](https://www.tensorflow.org/guide/saved_model) using * a [TensorFlow SavedModel](https://www.tensorflow.org/guide/saved_model) using
* the command line converter tool and loaded via `loadModel`. * the command line converter tool and loaded via `tf.loadGraphModel`.
* *
* @doc {heading: 'Models', subheading: 'Classes'} * @doc {heading: 'Models', subheading: 'Classes'}
*/ */
@ -847,13 +851,13 @@ export declare class GraphModel implements InferenceModel {
* ```js * ```js
* const modelUrl = * const modelUrl =
* 'https://storage.googleapis.com/tfjs-models/savedmodel/mobilenet_v2_1.0_224/model.json'; * 'https://storage.googleapis.com/tfjs-models/savedmodel/mobilenet_v2_1.0_224/model.json';
* const model = await loadModel(modelUrl); * const model = await tf.loadGraphModel(modelUrl);
* const zeros = tf.zeros([1, 224, 224, 3]); * const zeros = tf.zeros([1, 224, 224, 3]);
* model.predict(zeros).print(); * model.predict(zeros).print();
* *
* const saveResults = await model.save('localstorage://my-model-1'); * const saveResults = await model.save('localstorage://my-model-1');
* *
* const loadedModel = await loadModel('localstorage://my-model-1'); * const loadedModel = await tf.loadGraphModel('localstorage://my-model-1');
* console.log('Prediction from loaded model:'); * console.log('Prediction from loaded model:');
* model.predict(zeros).print(); * model.predict(zeros).print();
* ``` * ```