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update tests and demos

pull/134/head
Vladimir Mandic 2021-06-02 13:35:33 -04:00
parent 38ab0ada4b
commit fc52025be6
21 changed files with 255 additions and 247 deletions
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10
CHANGELOG.md
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@ -9,14 +9,16 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
## Changelog ## Changelog
### **HEAD -> main** 2021/06/01 mandic00@live.com ### **HEAD -> main** 2021/06/02 mandic00@live.com
- implemented drag & drop for image processing
### **origin/main** 2021/06/01 mandic00@live.com
- breaking changes to results.face output properties
- breaking changes to results.object output properties - breaking changes to results.object output properties
- breaking changes to results.hand output properties - breaking changes to results.hand output properties
- breaking changes to results.body output properties - breaking changes to results.body output properties
### **origin/main** 2021/05/31 mandic00@live.com
- implemented human.next global interpolation method - implemented human.next global interpolation method
- finished draw buffering and smoothing and enabled by default - finished draw buffering and smoothing and enabled by default
- implemented service worker - implemented service worker

1
README.md
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@ -30,6 +30,7 @@ Check out [**Live Demo**](https://vladmandic.github.io/human/demo/index.html) ap
- To start video detection, simply press *Play* - To start video detection, simply press *Play*
- To process images, simply drag & drop in your Browser window - To process images, simply drag & drop in your Browser window
- Note: For optimal performance, select only models you'd like to use - Note: For optimal performance, select only models you'd like to use
- Note: If you have modern GPU, WebGL (default) backend is preferred, otherwise select WASM backend
<br> <br>

2
demo/facematch-faces.json
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File diff suppressed because one or more lines are too long

40
demo/facematch.js
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@ -183,44 +183,36 @@ async function main() {
// pre-load human models // pre-load human models
await human.load(); await human.load();
let res;
let images = []; let images = [];
let dir = []; let dir = [];
// load face descriptor database // load face descriptor database
await getFaceDB(); await getFaceDB();
// enumerate all sample images in /assets // enumerate all sample images in /assets
res = await fetch('/assets'); const res = await fetch('/samples/groups');
dir = (res && res.ok) ? await res.json() : []; dir = (res && res.ok) ? await res.json() : [];
images = images.concat(dir.filter((img) => (img.endsWith('.jpg') && img.includes('sample')))); images = images.concat(dir.filter((img) => (img.endsWith('.jpg') && img.includes('sample'))));
// enumerate additional private test images in /private, not includded in git repository
res = await fetch('/private/me');
dir = (res && res.ok) ? await res.json() : [];
images = images.concat(dir.filter((img) => (img.endsWith('.jpg'))));
// enumerate additional error images, not includded in git repository
res = await fetch('/private/err');
dir = (res && res.ok) ? await res.json() : [];
images = images.concat(dir.filter((img) => (img.endsWith('.jpg'))));
log('Enumerated:', images.length, 'images');
// could not dynamically enumerate images so using static list // could not dynamically enumerate images so using static list
if (images.length === 0) { if (images.length === 0) {
images = [ images = [
'sample1.jpg', 'groups/group1.jpg',
'sample2.jpg', 'groups/group2.jpg',
'sample3.jpg', 'groups/group3.jpg',
'sample4.jpg', 'groups/group4.jpg',
'sample5.jpg', 'groups/group5.jpg',
'sample6.jpg', 'groups/group6.jpg',
'sample6.jpg', 'groups/group7.jpg',
'sample-me.jpg', 'groups/group8.jpg',
'human-sample-face.jpg', 'groups/group9.jpg',
'human-sample-upper.jpg', 'groups/group10.jpg',
'human-sample-body.jpg', 'groups/group11.jpg',
'groups/group12.jpg',
'groups/group13.jpg',
'groups/group14.jpg',
]; ];
// add prefix for gitpages // add prefix for gitpages
images = images.map((a) => `/human/assets/${a}`); images = images.map((a) => `/samples/${a}`);
log('Adding static image list:', images.length, 'images'); log('Adding static image list:', images.length, 'images');
} }

6
dist/human.esm-nobundle.js vendored
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@ -114,7 +114,7 @@ var config = {
detector: { detector: {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 5, maxDetected: 15,
skipFrames: 15, skipFrames: 15,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
@ -4458,8 +4458,6 @@ var detectFace = async (parent, input) => {
delete faces[i].annotations.rightEyeIris; delete faces[i].annotations.rightEyeIris;
} }
const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0; const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;
if (faces[i].image)
delete faces[i].image;
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
@ -4473,6 +4471,8 @@ var detectFace = async (parent, input) => {
tensor: parent.config.face.detector.return ? tfjs_esm_exports.squeeze(faces[i].image) : null tensor: parent.config.face.detector.return ? tfjs_esm_exports.squeeze(faces[i].image) : null
}); });
tfjs_esm_exports.dispose(faces[i].image); tfjs_esm_exports.dispose(faces[i].image);
if (faces[i].image)
delete faces[i].image;
parent.analyze("End Face"); parent.analyze("End Face");
} }
parent.analyze("End FaceMesh:"); parent.analyze("End FaceMesh:");

4
dist/human.esm-nobundle.js.map vendored
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6
dist/human.esm.js vendored
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@ -108,7 +108,7 @@ var config = {
detector: { detector: {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 5, maxDetected: 15,
skipFrames: 15, skipFrames: 15,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
@ -62394,8 +62394,6 @@ var detectFace = async (parent, input2) => {
delete faces[i].annotations.rightEyeIris; delete faces[i].annotations.rightEyeIris;
} }
const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input2.shape[2] : 0; const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input2.shape[2] : 0;
if (faces[i].image)
delete faces[i].image;
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
@ -62409,6 +62407,8 @@ var detectFace = async (parent, input2) => {
tensor: parent.config.face.detector.return ? squeeze(faces[i].image) : null tensor: parent.config.face.detector.return ? squeeze(faces[i].image) : null
}); });
dispose(faces[i].image); dispose(faces[i].image);
if (faces[i].image)
delete faces[i].image;
parent.analyze("End Face"); parent.analyze("End Face");
} }
parent.analyze("End FaceMesh:"); parent.analyze("End FaceMesh:");

4
dist/human.esm.js.map vendored
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File diff suppressed because one or more lines are too long

6
dist/human.js vendored
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@ -116,7 +116,7 @@ var Human = (() => {
detector: { detector: {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 5, maxDetected: 15,
skipFrames: 15, skipFrames: 15,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
@ -62402,8 +62402,6 @@ return a / b;`;
delete faces[i].annotations.rightEyeIris; delete faces[i].annotations.rightEyeIris;
} }
const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input2.shape[2] : 0; const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input2.shape[2] : 0;
if (faces[i].image)
delete faces[i].image;
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
@ -62417,6 +62415,8 @@ return a / b;`;
tensor: parent.config.face.detector.return ? squeeze(faces[i].image) : null tensor: parent.config.face.detector.return ? squeeze(faces[i].image) : null
}); });
dispose(faces[i].image); dispose(faces[i].image);
if (faces[i].image)
delete faces[i].image;
parent.analyze("End Face"); parent.analyze("End Face");
} }
parent.analyze("End FaceMesh:"); parent.analyze("End FaceMesh:");

6
dist/human.node-gpu.js vendored
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@ -156,7 +156,7 @@ var config = {
detector: { detector: {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 5, maxDetected: 15,
skipFrames: 15, skipFrames: 15,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
@ -4479,8 +4479,6 @@ var detectFace = async (parent, input) => {
delete faces[i].annotations.rightEyeIris; delete faces[i].annotations.rightEyeIris;
} }
const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0; const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;
if (faces[i].image)
delete faces[i].image;
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
@ -4494,6 +4492,8 @@ var detectFace = async (parent, input) => {
tensor: parent.config.face.detector.return ? tf8.squeeze(faces[i].image) : null tensor: parent.config.face.detector.return ? tf8.squeeze(faces[i].image) : null
}); });
tf8.dispose(faces[i].image); tf8.dispose(faces[i].image);
if (faces[i].image)
delete faces[i].image;
parent.analyze("End Face"); parent.analyze("End Face");
} }
parent.analyze("End FaceMesh:"); parent.analyze("End FaceMesh:");

6
dist/human.node-wasm.js vendored
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@ -157,7 +157,7 @@ var config = {
detector: { detector: {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 5, maxDetected: 15,
skipFrames: 15, skipFrames: 15,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
@ -4480,8 +4480,6 @@ var detectFace = async (parent, input) => {
delete faces[i].annotations.rightEyeIris; delete faces[i].annotations.rightEyeIris;
} }
const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0; const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;
if (faces[i].image)
delete faces[i].image;
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
@ -4495,6 +4493,8 @@ var detectFace = async (parent, input) => {
tensor: parent.config.face.detector.return ? tf8.squeeze(faces[i].image) : null tensor: parent.config.face.detector.return ? tf8.squeeze(faces[i].image) : null
}); });
tf8.dispose(faces[i].image); tf8.dispose(faces[i].image);
if (faces[i].image)
delete faces[i].image;
parent.analyze("End Face"); parent.analyze("End Face");
} }
parent.analyze("End FaceMesh:"); parent.analyze("End FaceMesh:");

6
dist/human.node.js vendored
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@ -156,7 +156,7 @@ var config = {
detector: { detector: {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 5, maxDetected: 15,
skipFrames: 15, skipFrames: 15,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
@ -4479,8 +4479,6 @@ var detectFace = async (parent, input) => {
delete faces[i].annotations.rightEyeIris; delete faces[i].annotations.rightEyeIris;
} }
const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0; const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;
if (faces[i].image)
delete faces[i].image;
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
@ -4494,6 +4492,8 @@ var detectFace = async (parent, input) => {
tensor: parent.config.face.detector.return ? tf8.squeeze(faces[i].image) : null tensor: parent.config.face.detector.return ? tf8.squeeze(faces[i].image) : null
}); });
tf8.dispose(faces[i].image); tf8.dispose(faces[i].image);
if (faces[i].image)
delete faces[i].image;
parent.analyze("End Face"); parent.analyze("End Face");
} }
parent.analyze("End FaceMesh:"); parent.analyze("End FaceMesh:");

4
samples/README.md Normal file
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@ -0,0 +1,4 @@
# Human Library: Sample Images
Sample Images used by `Human` library demos and automated tests
Not required for normal funcioning of library

2
server/README.md
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@ -4,3 +4,5 @@ For details see Wiki:
- [**Build Process**](https://github.com/vladmandic/human/wiki/Build-Process) - [**Build Process**](https://github.com/vladmandic/human/wiki/Build-Process)
- [**Development Server**](https://github.com/vladmandic/human/wiki/Development-Server) - [**Development Server**](https://github.com/vladmandic/human/wiki/Development-Server)
Not required for normal funcioning of library

34
server/build.log
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@ -1,17 +1,17 @@
2021-06-01 08:56:45 INFO:  @vladmandic/human version 2.0.0 2021-06-02 12:45:19 INFO:  @vladmandic/human version 2.0.0
2021-06-01 08:56:45 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 2021-06-02 12:45:19 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0
2021-06-01 08:56:45 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true} 2021-06-02 12:45:19 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true}
2021-06-01 08:56:45 STATE: Build for: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1292,"outputFiles":"dist/tfjs.esm.js"} 2021-06-02 12:45:19 STATE: Build for: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1292,"outputFiles":"dist/tfjs.esm.js"}
2021-06-01 08:56:45 STATE: Build for: node type: node: {"imports":40,"importBytes":418566,"outputBytes":371338,"outputFiles":"dist/human.node.js"} 2021-06-02 12:45:19 STATE: Build for: node type: node: {"imports":40,"importBytes":418563,"outputBytes":371336,"outputFiles":"dist/human.node.js"}
2021-06-01 08:56:45 STATE: Build for: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1300,"outputFiles":"dist/tfjs.esm.js"} 2021-06-02 12:45:19 STATE: Build for: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1300,"outputFiles":"dist/tfjs.esm.js"}
2021-06-01 08:56:46 STATE: Build for: nodeGPU type: node: {"imports":40,"importBytes":418574,"outputBytes":371342,"outputFiles":"dist/human.node-gpu.js"} 2021-06-02 12:45:20 STATE: Build for: nodeGPU type: node: {"imports":40,"importBytes":418571,"outputBytes":371340,"outputFiles":"dist/human.node-gpu.js"}
2021-06-01 08:56:46 STATE: Build for: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1367,"outputFiles":"dist/tfjs.esm.js"} 2021-06-02 12:45:20 STATE: Build for: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1367,"outputFiles":"dist/tfjs.esm.js"}
2021-06-01 08:56:46 STATE: Build for: nodeWASM type: node: {"imports":40,"importBytes":418641,"outputBytes":371414,"outputFiles":"dist/human.node-wasm.js"} 2021-06-02 12:45:20 STATE: Build for: nodeWASM type: node: {"imports":40,"importBytes":418638,"outputBytes":371412,"outputFiles":"dist/human.node-wasm.js"}
2021-06-01 08:56:46 STATE: Build for: browserNoBundle type: tfjs: {"imports":1,"importBytes":2478,"outputBytes":1394,"outputFiles":"dist/tfjs.esm.js"} 2021-06-02 12:45:20 STATE: Build for: browserNoBundle type: tfjs: {"imports":1,"importBytes":2478,"outputBytes":1394,"outputFiles":"dist/tfjs.esm.js"}
2021-06-01 08:56:46 STATE: Build for: browserNoBundle type: esm: {"imports":40,"importBytes":418668,"outputBytes":244745,"outputFiles":"dist/human.esm-nobundle.js"} 2021-06-02 12:45:20 STATE: Build for: browserNoBundle type: esm: {"imports":40,"importBytes":418665,"outputBytes":244744,"outputFiles":"dist/human.esm-nobundle.js"}
2021-06-01 08:56:46 STATE: Build for: browserBundle type: tfjs: {"modules":1274,"moduleBytes":4114813,"imports":7,"importBytes":2478,"outputBytes":1111418,"outputFiles":"dist/tfjs.esm.js"} 2021-06-02 12:45:20 STATE: Build for: browserBundle type: tfjs: {"modules":1274,"moduleBytes":4114813,"imports":7,"importBytes":2478,"outputBytes":1111418,"outputFiles":"dist/tfjs.esm.js"}
2021-06-01 08:56:47 STATE: Build for: browserBundle type: iife: {"imports":40,"importBytes":1528692,"outputBytes":1352544,"outputFiles":"dist/human.js"} 2021-06-02 12:45:21 STATE: Build for: browserBundle type: iife: {"imports":40,"importBytes":1528689,"outputBytes":1352543,"outputFiles":"dist/human.js"}
2021-06-01 08:56:47 STATE: Build for: browserBundle type: esm: {"imports":40,"importBytes":1528692,"outputBytes":1352536,"outputFiles":"dist/human.esm.js"} 2021-06-02 12:45:21 STATE: Build for: browserBundle type: esm: {"imports":40,"importBytes":1528689,"outputBytes":1352535,"outputFiles":"dist/human.esm.js"}
2021-06-01 08:56:47 INFO:  Generate types: ["src/human.ts"] 2021-06-02 12:45:21 INFO:  Generate types: ["src/human.ts"]
2021-06-01 08:56:52 INFO:  Update Change log: ["/home/vlado/dev/human/CHANGELOG.md"] 2021-06-02 12:45:26 INFO:  Update Change log: ["/home/vlado/dev/human/CHANGELOG.md"]
2021-06-01 08:56:52 INFO:  Generate TypeDocs: ["src/human.ts"] 2021-06-02 12:45:26 INFO:  Generate TypeDocs: ["src/human.ts"]

2
src/config.ts
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@ -244,7 +244,7 @@ const config: Config = {
rotation: true, // use best-guess rotated face image or just box with rotation as-is rotation: true, // use best-guess rotated face image or just box with rotation as-is
// false means higher performance, but incorrect mesh mapping if face angle is above 20 degrees // false means higher performance, but incorrect mesh mapping if face angle is above 20 degrees
// this parameter is not valid in nodejs // this parameter is not valid in nodejs
maxDetected: 5, // maximum number of faces detected in the input maxDetected: 15, // maximum number of faces detected in the input
// should be set to the minimum number for performance // should be set to the minimum number for performance
skipFrames: 15, // how many max frames to go without re-running the face bounding box detector skipFrames: 15, // how many max frames to go without re-running the face bounding box detector
// only used when cacheSensitivity is not zero // only used when cacheSensitivity is not zero

3
src/face.ts
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@ -211,7 +211,6 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
: 0; : 0;
// combine results // combine results
if (faces[i].image) delete faces[i].image;
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
@ -226,6 +225,8 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
}); });
// dispose original face tensor // dispose original face tensor
tf.dispose(faces[i].image); tf.dispose(faces[i].image);
// delete temp face image
if (faces[i].image) delete faces[i].image;
parent.analyze('End Face'); parent.analyze('End Face');
} }

2
test/README.md
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@ -2,6 +2,8 @@
## Automatic Tests ## Automatic Tests
Not required for normal funcioning of library
### NodeJS using TensorFlow library ### NodeJS using TensorFlow library
- Image filters are disabled due to lack of Canvas and WeBGL access - Image filters are disabled due to lack of Canvas and WeBGL access

16
test/test-main.js
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@ -140,22 +140,22 @@ async function test(Human, inputConfig) {
log('info', 'test body variants'); log('info', 'test body variants');
config.body = { modelPath: 'posenet.json', enabled: true }; config.body = { modelPath: 'posenet.json', enabled: true };
await testDetect(human, 'assets/human-sample-body.jpg', 'posenet'); await testDetect(human, 'samples/ai-body.jpg', 'posenet');
config.body = { modelPath: 'movenet-lightning.json', enabled: true }; config.body = { modelPath: 'movenet-lightning.json', enabled: true };
await testDetect(human, 'assets/human-sample-body.jpg', 'movenet'); await testDetect(human, 'samples/ai-body.jpg', 'movenet');
await testDetect(human, null, 'default'); await testDetect(human, null, 'default');
log('info', 'test: first instance'); log('info', 'test: first instance');
await testDetect(human, 'assets/sample-me.jpg', 'default'); await testDetect(human, 'samples/ai-upper.jpg', 'default');
log('info', 'test: second instance'); log('info', 'test: second instance');
const second = new Human(config); const second = new Human(config);
await testDetect(second, 'assets/sample-me.jpg', 'default'); await testDetect(second, 'samples/ai-upper.jpg', 'default');
log('info', 'test: concurrent'); log('info', 'test: concurrent');
await Promise.all([ await Promise.all([
testDetect(human, 'assets/human-sample-face.jpg', 'default'), testDetect(human, 'samples/ai-face.jpg', 'default'),
testDetect(second, 'assets/human-sample-face.jpg', 'default'), testDetect(second, 'samples/ai-face.jpg', 'default'),
testDetect(human, 'assets/human-sample-body.jpg', 'default'), testDetect(human, 'samples/ai-body.jpg', 'default'),
testDetect(second, 'assets/human-sample-body.jpg', 'default'), testDetect(second, 'samples/ai-body.jpg', 'default'),
]); ]);
const t1 = process.hrtime.bigint(); const t1 = process.hrtime.bigint();
log('info', 'test complete:', Math.trunc(Number(t1 - t0) / 1000 / 1000), 'ms'); log('info', 'test complete:', Math.trunc(Number(t1 - t0) / 1000 / 1000), 'ms');

338
test/test.log
View File

@ -1,169 +1,169 @@
2021-06-01 08:57:45 INFO:  @vladmandic/human version 2.0.0 2021-06-02 13:20:17 INFO:  @vladmandic/human version 2.0.0
2021-06-01 08:57:45 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 2021-06-02 13:20:17 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0
2021-06-01 08:57:45 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 2021-06-02 13:20:17 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"]
2021-06-01 08:57:45 INFO:  test-node.js start 2021-06-02 13:20:17 INFO:  test-node.js start
2021-06-01 08:57:45 STATE: test-node.js passed: create human 2021-06-02 13:20:18 STATE: test-node.js passed: create human
2021-06-01 08:57:45 INFO:  test-node.js human version: 2.0.0 2021-06-02 13:20:18 INFO:  test-node.js human version: 2.0.0
2021-06-01 08:57:45 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.0.0 2021-06-02 13:20:18 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.0.0
2021-06-01 08:57:45 INFO:  test-node.js tfjs version: 3.6.0 2021-06-02 13:20:18 INFO:  test-node.js tfjs version: 3.6.0
2021-06-01 08:57:46 STATE: test-node.js passed: set backend: tensorflow 2021-06-02 13:20:18 STATE: test-node.js passed: set backend: tensorflow
2021-06-01 08:57:46 STATE: test-node.js passed: load models 2021-06-02 13:20:18 STATE: test-node.js passed: load models
2021-06-01 08:57:46 STATE: test-node.js result: defined models: 13 loaded models: 6 2021-06-02 13:20:18 STATE: test-node.js result: defined models: 13 loaded models: 6
2021-06-01 08:57:46 STATE: test-node.js passed: warmup: none default 2021-06-02 13:20:18 STATE: test-node.js passed: warmup: none default
2021-06-01 08:57:47 STATE: test-node.js passed: warmup: face default 2021-06-02 13:20:20 STATE: test-node.js passed: warmup: face default
2021-06-01 08:57:47 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5} 2021-06-02 13:20:20 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5}
2021-06-01 08:57:47 DATA:  test-node.js result: performance: load: 334 total: 1463 2021-06-02 13:20:20 DATA:  test-node.js result: performance: load: 332 total: 1557
2021-06-01 08:57:49 STATE: test-node.js passed: warmup: body default 2021-06-02 13:20:21 STATE: test-node.js passed: warmup: body default
2021-06-01 08:57:49 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-06-02 13:20:21 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-06-01 08:57:49 DATA:  test-node.js result: performance: load: 334 total: 1665 2021-06-02 13:20:21 DATA:  test-node.js result: performance: load: 332 total: 1589
2021-06-01 08:57:49 INFO:  test-node.js test body variants 2021-06-02 13:20:21 INFO:  test-node.js test body variants
2021-06-01 08:57:50 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:20:23 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:57:51 STATE: test-node.js passed: detect: assets/human-sample-body.jpg posenet 2021-06-02 13:20:24 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet
2021-06-01 08:57:51 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 2021-06-02 13:20:24 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16}
2021-06-01 08:57:51 DATA:  test-node.js result: performance: load: 334 total: 1015 2021-06-02 13:20:24 DATA:  test-node.js result: performance: load: 332 total: 1011
2021-06-01 08:57:52 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:20:25 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:57:52 STATE: test-node.js passed: detect: assets/human-sample-body.jpg movenet 2021-06-02 13:20:25 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet
2021-06-01 08:57:52 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-06-02 13:20:25 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-06-01 08:57:52 DATA:  test-node.js result: performance: load: 334 total: 376 2021-06-02 13:20:25 DATA:  test-node.js result: performance: load: 332 total: 329
2021-06-01 08:57:53 STATE: test-node.js passed: detect: random default 2021-06-02 13:20:26 STATE: test-node.js passed: detect: random default
2021-06-01 08:57:53 DATA:  test-node.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 2021-06-02 13:20:26 DATA:  test-node.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0}
2021-06-01 08:57:53 DATA:  test-node.js result: performance: load: 334 total: 882 2021-06-02 13:20:26 DATA:  test-node.js result: performance: load: 332 total: 846
2021-06-01 08:57:53 INFO:  test-node.js test: first instance 2021-06-02 13:20:26 INFO:  test-node.js test: first instance
2021-06-01 08:57:53 STATE: test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3] 2021-06-02 13:20:26 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-06-01 08:57:55 STATE: test-node.js passed: detect: assets/sample-me.jpg default 2021-06-02 13:20:28 STATE: test-node.js passed: detect: samples/ai-upper.jpg default
2021-06-01 08:57:55 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"age":39.2,"gender":"male"} {"score":0.68,"class":"person"} {"score":0.67,"keypoints":7} 2021-06-02 13:20:28 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7}
2021-06-01 08:57:55 DATA:  test-node.js result: performance: load: 334 total: 1387 2021-06-02 13:20:28 DATA:  test-node.js result: performance: load: 332 total: 1373
2021-06-01 08:57:55 INFO:  test-node.js test: second instance 2021-06-02 13:20:28 INFO:  test-node.js test: second instance
2021-06-01 08:57:55 STATE: test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3] 2021-06-02 13:20:28 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-06-01 08:57:57 STATE: test-node.js passed: detect: assets/sample-me.jpg default 2021-06-02 13:20:29 STATE: test-node.js passed: detect: samples/ai-upper.jpg default
2021-06-01 08:57:57 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"age":39.2,"gender":"male"} {"score":0.68,"class":"person"} {"score":0.67,"keypoints":7} 2021-06-02 13:20:29 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7}
2021-06-01 08:57:57 DATA:  test-node.js result: performance: load: 2 total: 1339 2021-06-02 13:20:29 DATA:  test-node.js result: performance: load: 5 total: 1272
2021-06-01 08:57:57 INFO:  test-node.js test: concurrent 2021-06-02 13:20:29 INFO:  test-node.js test: concurrent
2021-06-01 08:57:57 STATE: test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 2021-06-02 13:20:29 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-06-01 08:57:57 STATE: test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 2021-06-02 13:20:29 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-06-01 08:57:58 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:20:30 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:57:59 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:20:31 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:58:04 STATE: test-node.js passed: detect: assets/human-sample-face.jpg default 2021-06-02 13:20:37 STATE: test-node.js passed: detect: samples/ai-face.jpg default
2021-06-01 08:58:04 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 2021-06-02 13:20:37 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
2021-06-01 08:58:04 DATA:  test-node.js result: performance: load: 334 total: 5263 2021-06-02 13:20:37 DATA:  test-node.js result: performance: load: 332 total: 5496
2021-06-01 08:58:04 STATE: test-node.js passed: detect: assets/human-sample-face.jpg default 2021-06-02 13:20:37 STATE: test-node.js passed: detect: samples/ai-face.jpg default
2021-06-01 08:58:04 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 2021-06-02 13:20:37 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
2021-06-01 08:58:04 DATA:  test-node.js result: performance: load: 2 total: 5263 2021-06-02 13:20:37 DATA:  test-node.js result: performance: load: 5 total: 5496
2021-06-01 08:58:04 STATE: test-node.js passed: detect: assets/human-sample-body.jpg default 2021-06-02 13:20:37 STATE: test-node.js passed: detect: samples/ai-body.jpg default
2021-06-01 08:58:04 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-06-02 13:20:37 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-06-01 08:58:04 DATA:  test-node.js result: performance: load: 334 total: 5263 2021-06-02 13:20:37 DATA:  test-node.js result: performance: load: 332 total: 5496
2021-06-01 08:58:04 STATE: test-node.js passed: detect: assets/human-sample-body.jpg default 2021-06-02 13:20:37 STATE: test-node.js passed: detect: samples/ai-body.jpg default
2021-06-01 08:58:04 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-06-02 13:20:37 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-06-01 08:58:04 DATA:  test-node.js result: performance: load: 2 total: 5263 2021-06-02 13:20:37 DATA:  test-node.js result: performance: load: 5 total: 5496
2021-06-01 08:58:04 INFO:  test-node.js test complete: 18675 ms 2021-06-02 13:20:37 INFO:  test-node.js test complete: 18941 ms
2021-06-01 08:58:04 INFO:  test-node-gpu.js start 2021-06-02 13:20:37 INFO:  test-node-gpu.js start
2021-06-01 08:58:04 WARN:  test-node-gpu.js stderr: 2021-06-01 08:58:04.942701: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 2021-06-02 13:20:37 WARN:  test-node-gpu.js stderr: 2021-06-02 13:20:37.822445: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
2021-06-01 08:58:04 WARN:  test-node-gpu.js stderr: 2021-06-01 08:58:04.994440: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 2021-06-02 13:20:37 WARN:  test-node-gpu.js stderr: 2021-06-02 13:20:37.875354: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory
2021-06-01 08:58:04 WARN:  test-node-gpu.js stderr: 2021-06-01 08:58:04.994476: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist 2021-06-02 13:20:37 WARN:  test-node-gpu.js stderr: 2021-06-02 13:20:37.875595: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist
2021-06-01 08:58:05 STATE: test-node-gpu.js passed: create human 2021-06-02 13:20:37 STATE: test-node-gpu.js passed: create human
2021-06-01 08:58:05 INFO:  test-node-gpu.js human version: 2.0.0 2021-06-02 13:20:37 INFO:  test-node-gpu.js human version: 2.0.0
2021-06-01 08:58:05 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0 2021-06-02 13:20:37 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0
2021-06-01 08:58:05 INFO:  test-node-gpu.js tfjs version: 3.6.0 2021-06-02 13:20:37 INFO:  test-node-gpu.js tfjs version: 3.6.0
2021-06-01 08:58:05 STATE: test-node-gpu.js passed: set backend: tensorflow 2021-06-02 13:20:38 STATE: test-node-gpu.js passed: set backend: tensorflow
2021-06-01 08:58:05 STATE: test-node-gpu.js passed: load models 2021-06-02 13:20:38 STATE: test-node-gpu.js passed: load models
2021-06-01 08:58:05 STATE: test-node-gpu.js result: defined models: 13 loaded models: 6 2021-06-02 13:20:38 STATE: test-node-gpu.js result: defined models: 13 loaded models: 6
2021-06-01 08:58:05 STATE: test-node-gpu.js passed: warmup: none default 2021-06-02 13:20:38 STATE: test-node-gpu.js passed: warmup: none default
2021-06-01 08:58:06 STATE: test-node-gpu.js passed: warmup: face default 2021-06-02 13:20:40 STATE: test-node-gpu.js passed: warmup: face default
2021-06-01 08:58:06 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5} 2021-06-02 13:20:40 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5}
2021-06-01 08:58:06 DATA:  test-node-gpu.js result: performance: load: 333 total: 1468 2021-06-02 13:20:40 DATA:  test-node-gpu.js result: performance: load: 328 total: 1683
2021-06-01 08:58:08 STATE: test-node-gpu.js passed: warmup: body default 2021-06-02 13:20:41 STATE: test-node-gpu.js passed: warmup: body default
2021-06-01 08:58:08 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-06-02 13:20:41 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-06-01 08:58:08 DATA:  test-node-gpu.js result: performance: load: 333 total: 1521 2021-06-02 13:20:41 DATA:  test-node-gpu.js result: performance: load: 328 total: 1535
2021-06-01 08:58:08 INFO:  test-node-gpu.js test body variants 2021-06-02 13:20:41 INFO:  test-node-gpu.js test body variants
2021-06-01 08:58:09 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:20:42 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:58:10 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg posenet 2021-06-02 13:20:43 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet
2021-06-01 08:58:10 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 2021-06-02 13:20:43 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16}
2021-06-01 08:58:10 DATA:  test-node-gpu.js result: performance: load: 333 total: 977 2021-06-02 13:20:43 DATA:  test-node-gpu.js result: performance: load: 328 total: 977
2021-06-01 08:58:11 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:20:44 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:58:11 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg movenet 2021-06-02 13:20:44 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet
2021-06-01 08:58:11 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-06-02 13:20:44 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-06-01 08:58:11 DATA:  test-node-gpu.js result: performance: load: 333 total: 270 2021-06-02 13:20:44 DATA:  test-node-gpu.js result: performance: load: 328 total: 336
2021-06-01 08:58:12 STATE: test-node-gpu.js passed: detect: random default 2021-06-02 13:20:45 STATE: test-node-gpu.js passed: detect: random default
2021-06-01 08:58:12 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0,"keypoints":0} 2021-06-02 13:20:45 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0,"keypoints":0}
2021-06-01 08:58:12 DATA:  test-node-gpu.js result: performance: load: 333 total: 167 2021-06-02 13:20:45 DATA:  test-node-gpu.js result: performance: load: 328 total: 181
2021-06-01 08:58:12 INFO:  test-node-gpu.js test: first instance 2021-06-02 13:20:45 INFO:  test-node-gpu.js test: first instance
2021-06-01 08:58:12 STATE: test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3] 2021-06-02 13:20:45 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-06-01 08:58:12 STATE: test-node-gpu.js passed: detect: assets/sample-me.jpg default 2021-06-02 13:20:45 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-06-01 08:58:12 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.67,"keypoints":7} 2021-06-02 13:20:45 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.78,"keypoints":7}
2021-06-01 08:58:12 DATA:  test-node-gpu.js result: performance: load: 333 total: 93 2021-06-02 13:20:45 DATA:  test-node-gpu.js result: performance: load: 328 total: 121
2021-06-01 08:58:12 INFO:  test-node-gpu.js test: second instance 2021-06-02 13:20:45 INFO:  test-node-gpu.js test: second instance
2021-06-01 08:58:12 STATE: test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3] 2021-06-02 13:20:46 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-06-01 08:58:14 STATE: test-node-gpu.js passed: detect: assets/sample-me.jpg default 2021-06-02 13:20:47 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-06-01 08:58:14 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"age":39.2,"gender":"male"} {"score":0.68,"class":"person"} {"score":0.67,"keypoints":7} 2021-06-02 13:20:47 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7}
2021-06-01 08:58:14 DATA:  test-node-gpu.js result: performance: load: 5 total: 1460 2021-06-02 13:20:47 DATA:  test-node-gpu.js result: performance: load: 4 total: 1327
2021-06-01 08:58:14 INFO:  test-node-gpu.js test: concurrent 2021-06-02 13:20:47 INFO:  test-node-gpu.js test: concurrent
2021-06-01 08:58:14 STATE: test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 2021-06-02 13:20:47 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-06-01 08:58:14 STATE: test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 2021-06-02 13:20:47 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-06-01 08:58:15 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:20:48 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:58:16 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:20:49 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:58:21 STATE: test-node-gpu.js passed: detect: assets/human-sample-face.jpg default 2021-06-02 13:20:55 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default
2021-06-01 08:58:21 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 2021-06-02 13:20:55 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
2021-06-01 08:58:21 DATA:  test-node-gpu.js result: performance: load: 333 total: 5282 2021-06-02 13:20:55 DATA:  test-node-gpu.js result: performance: load: 328 total: 5502
2021-06-01 08:58:21 STATE: test-node-gpu.js passed: detect: assets/human-sample-face.jpg default 2021-06-02 13:20:55 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default
2021-06-01 08:58:21 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 2021-06-02 13:20:55 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
2021-06-01 08:58:21 DATA:  test-node-gpu.js result: performance: load: 5 total: 5282 2021-06-02 13:20:55 DATA:  test-node-gpu.js result: performance: load: 4 total: 5502
2021-06-01 08:58:21 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg default 2021-06-02 13:20:55 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-06-01 08:58:21 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-06-02 13:20:55 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-06-01 08:58:21 DATA:  test-node-gpu.js result: performance: load: 333 total: 5282 2021-06-02 13:20:55 DATA:  test-node-gpu.js result: performance: load: 328 total: 5502
2021-06-01 08:58:21 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg default 2021-06-02 13:20:55 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-06-01 08:58:21 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 2021-06-02 13:20:55 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
2021-06-01 08:58:21 DATA:  test-node-gpu.js result: performance: load: 5 total: 5282 2021-06-02 13:20:55 DATA:  test-node-gpu.js result: performance: load: 4 total: 5502
2021-06-01 08:58:21 INFO:  test-node-gpu.js test complete: 16736 ms 2021-06-02 13:20:55 INFO:  test-node-gpu.js test complete: 17165 ms
2021-06-01 08:58:21 INFO:  test-node-wasm.js start 2021-06-02 13:20:55 INFO:  test-node-wasm.js start
2021-06-01 08:58:22 STATE: test-node-wasm.js passed: model server: http://localhost:10030/models/ 2021-06-02 13:20:55 STATE: test-node-wasm.js passed: model server: http://localhost:10030/models/
2021-06-01 08:58:22 STATE: test-node-wasm.js passed: create human 2021-06-02 13:20:55 STATE: test-node-wasm.js passed: create human
2021-06-01 08:58:22 INFO:  test-node-wasm.js human version: 2.0.0 2021-06-02 13:20:55 INFO:  test-node-wasm.js human version: 2.0.0
2021-06-01 08:58:22 INFO:  test-node-wasm.js platform: linux x64 agent: NodeJS v16.0.0 2021-06-02 13:20:55 INFO:  test-node-wasm.js platform: linux x64 agent: NodeJS v16.0.0
2021-06-01 08:58:22 INFO:  test-node-wasm.js tfjs version: 3.6.0 2021-06-02 13:20:55 INFO:  test-node-wasm.js tfjs version: 3.6.0
2021-06-01 08:58:22 STATE: test-node-wasm.js passed: set backend: wasm 2021-06-02 13:20:56 STATE: test-node-wasm.js passed: set backend: wasm
2021-06-01 08:58:22 STATE: test-node-wasm.js passed: load models 2021-06-02 13:20:56 STATE: test-node-wasm.js passed: load models
2021-06-01 08:58:22 STATE: test-node-wasm.js result: defined models: 13 loaded models: 5 2021-06-02 13:20:56 STATE: test-node-wasm.js result: defined models: 13 loaded models: 5
2021-06-01 08:58:22 STATE: test-node-wasm.js passed: warmup: none default 2021-06-02 13:20:56 STATE: test-node-wasm.js passed: warmup: none default
2021-06-01 08:58:22 ERROR: test-node-wasm.js failed: warmup: face default 2021-06-02 13:20:56 ERROR: test-node-wasm.js failed: warmup: face default
2021-06-01 08:58:22 ERROR: test-node-wasm.js failed: warmup: body default 2021-06-02 13:20:56 ERROR: test-node-wasm.js failed: warmup: body default
2021-06-01 08:58:22 INFO:  test-node-wasm.js test body variants 2021-06-02 13:20:56 INFO:  test-node-wasm.js test body variants
2021-06-01 08:58:24 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:20:58 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:58:28 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg posenet 2021-06-02 13:21:01 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg posenet
2021-06-01 08:58:28 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.96,"keypoints":16} 2021-06-02 13:21:01 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.96,"keypoints":16}
2021-06-01 08:58:28 DATA:  test-node-wasm.js result: performance: load: 666 total: 3243 2021-06-02 13:21:01 DATA:  test-node-wasm.js result: performance: load: 698 total: 3201
2021-06-01 08:58:30 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:21:03 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:58:32 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg movenet 2021-06-02 13:21:05 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg movenet
2021-06-01 08:58:32 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 2021-06-02 13:21:05 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17}
2021-06-01 08:58:32 DATA:  test-node-wasm.js result: performance: load: 666 total: 1979 2021-06-02 13:21:05 DATA:  test-node-wasm.js result: performance: load: 698 total: 1905
2021-06-01 08:58:32 STATE: test-node-wasm.js passed: detect: random default 2021-06-02 13:21:05 STATE: test-node-wasm.js passed: detect: random default
2021-06-01 08:58:32 DATA:  test-node-wasm.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 2021-06-02 13:21:05 DATA:  test-node-wasm.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0}
2021-06-01 08:58:32 DATA:  test-node-wasm.js result: performance: load: 666 total: 232 2021-06-02 13:21:05 DATA:  test-node-wasm.js result: performance: load: 698 total: 232
2021-06-01 08:58:32 INFO:  test-node-wasm.js test: first instance 2021-06-02 13:21:05 INFO:  test-node-wasm.js test: first instance
2021-06-01 08:58:33 STATE: test-node-wasm.js passed: load image: assets/sample-me.jpg [1,700,700,3] 2021-06-02 13:21:06 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-06-01 08:58:33 STATE: test-node-wasm.js passed: detect: assets/sample-me.jpg default 2021-06-02 13:21:06 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default
2021-06-01 08:58:33 DATA:  test-node-wasm.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 person: 0 {} {} {"score":0.67,"keypoints":7} 2021-06-02 13:21:06 DATA:  test-node-wasm.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 person: 0 {} {} {"score":0.78,"keypoints":7}
2021-06-01 08:58:33 DATA:  test-node-wasm.js result: performance: load: 666 total: 239 2021-06-02 13:21:06 DATA:  test-node-wasm.js result: performance: load: 698 total: 236
2021-06-01 08:58:33 INFO:  test-node-wasm.js test: second instance 2021-06-02 13:21:06 INFO:  test-node-wasm.js test: second instance
2021-06-01 08:58:33 STATE: test-node-wasm.js passed: load image: assets/sample-me.jpg [1,700,700,3] 2021-06-02 13:21:07 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-06-01 08:58:36 STATE: test-node-wasm.js passed: detect: assets/sample-me.jpg default 2021-06-02 13:21:09 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default
2021-06-01 08:58:36 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":39.2,"gender":"male"} {} {"score":0.67,"keypoints":7} 2021-06-02 13:21:09 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":29.5,"gender":"female"} {} {"score":0.78,"keypoints":7}
2021-06-01 08:58:36 DATA:  test-node-wasm.js result: performance: load: 4 total: 2370 2021-06-02 13:21:09 DATA:  test-node-wasm.js result: performance: load: 5 total: 2340
2021-06-01 08:58:36 INFO:  test-node-wasm.js test: concurrent 2021-06-02 13:21:09 INFO:  test-node-wasm.js test: concurrent
2021-06-01 08:58:36 STATE: test-node-wasm.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 2021-06-02 13:21:09 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-06-01 08:58:36 STATE: test-node-wasm.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 2021-06-02 13:21:09 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-06-01 08:58:38 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:21:11 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:58:40 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-06-02 13:21:13 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-06-01 08:58:49 STATE: test-node-wasm.js passed: detect: assets/human-sample-face.jpg default 2021-06-02 13:21:22 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default
2021-06-01 08:58:49 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17} 2021-06-02 13:21:22 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17}
2021-06-01 08:58:49 DATA:  test-node-wasm.js result: performance: load: 666 total: 9077 2021-06-02 13:21:22 DATA:  test-node-wasm.js result: performance: load: 698 total: 9110
2021-06-01 08:58:49 STATE: test-node-wasm.js passed: detect: assets/human-sample-face.jpg default 2021-06-02 13:21:22 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default
2021-06-01 08:58:49 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17} 2021-06-02 13:21:22 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17}
2021-06-01 08:58:49 DATA:  test-node-wasm.js result: performance: load: 4 total: 9077 2021-06-02 13:21:22 DATA:  test-node-wasm.js result: performance: load: 5 total: 9110
2021-06-01 08:58:49 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg default 2021-06-02 13:21:22 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-06-01 08:58:49 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 2021-06-02 13:21:22 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17}
2021-06-01 08:58:49 DATA:  test-node-wasm.js result: performance: load: 666 total: 9077 2021-06-02 13:21:22 DATA:  test-node-wasm.js result: performance: load: 698 total: 9110
2021-06-01 08:58:49 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg default 2021-06-02 13:21:22 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-06-01 08:58:49 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 2021-06-02 13:21:22 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17}
2021-06-01 08:58:49 DATA:  test-node-wasm.js result: performance: load: 4 total: 9077 2021-06-02 13:21:22 DATA:  test-node-wasm.js result: performance: load: 5 total: 9110
2021-06-01 08:58:49 INFO:  test-node-wasm.js test complete: 27096 ms 2021-06-02 13:21:22 INFO:  test-node-wasm.js test complete: 26992 ms
2021-06-01 08:58:49 INFO:  status: {"passed":68,"failed":2} 2021-06-02 13:21:22 INFO:  status: {"passed":68,"failed":2}

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typedoc/README.md Normal file
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# Human Library: TypeDoc API Specification
Automatically generated API specification for `Human` library
Not required for normal funcioning of library