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human
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tweaked default values

pull/193/head
Vladimir Mandic 2021-09-28 13:48:29 -04:00
parent 0a05da2e71
commit 2f4d4f8620
94 changed files with 2122 additions and 4813 deletions
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8
CHANGELOG.md
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@ -9,8 +9,14 @@
## Changelog ## Changelog
### **HEAD -> main** 2021/09/27 mandic00@live.com ### **HEAD -> main** 2021/09/28 mandic00@live.com
- enable handtrack as default model
- redesign face processing
### **origin/main** 2021/09/27 mandic00@live.com
- refactoring
- define app specific types - define app specific types
- implement box caching for movenet - implement box caching for movenet
- autodetect number of bodies and hands - autodetect number of bodies and hands

44
dist/human.esm-nobundle.js vendored
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@ -139,7 +139,7 @@ var config = {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 1, maxDetected: 1,
skipFrames: 15, skipFrames: 11,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
return: false return: false
@ -152,17 +152,17 @@ var config = {
enabled: true, enabled: true,
modelPath: "iris.json" modelPath: "iris.json"
}, },
description: {
enabled: true,
modelPath: "faceres.json",
skipFrames: 11,
minConfidence: 0.1
},
emotion: { emotion: {
enabled: true, enabled: true,
minConfidence: 0.1, minConfidence: 0.1,
skipFrames: 17, skipFrames: 12,
modelPath: "emotion.json" modelPath: "emotion.json"
},
description: {
enabled: true,
modelPath: "faceres.json",
skipFrames: 13,
minConfidence: 0.1
} }
}, },
body: { body: {
@ -178,7 +178,7 @@ var config = {
hand: { hand: {
enabled: true, enabled: true,
rotation: true, rotation: true,
skipFrames: 18, skipFrames: 14,
minConfidence: 0.5, minConfidence: 0.5,
iouThreshold: 0.2, iouThreshold: 0.2,
maxDetected: -1, maxDetected: -1,
@ -196,7 +196,7 @@ var config = {
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.4, iouThreshold: 0.4,
maxDetected: 10, maxDetected: 10,
skipFrames: 19 skipFrames: 15
}, },
segmentation: { segmentation: {
enabled: false, enabled: false,
@ -9572,7 +9572,7 @@ async function detectHands(input, config3) {
const classScores = tfjs_esm_exports.unstack(t.scores, 1); const classScores = tfjs_esm_exports.unstack(t.scores, 1);
let id = 0; let id = 0;
for (let i = 0; i < classScores.length; i++) { for (let i = 0; i < classScores.length; i++) {
if (i !== 0 && i !== 1) if (i === 4)
continue; continue;
t.nms = await tfjs_esm_exports.image.nonMaxSuppressionAsync(t.boxes, classScores[i], config3.hand.maxDetected, config3.hand.iouThreshold, config3.hand.minConfidence); t.nms = await tfjs_esm_exports.image.nonMaxSuppressionAsync(t.boxes, classScores[i], config3.hand.maxDetected, config3.hand.iouThreshold, config3.hand.minConfidence);
const nms = await t.nms.data(); const nms = await t.nms.data();
@ -9618,9 +9618,7 @@ async function detectFingers(input, h, config3) {
landmarks: {}, landmarks: {},
annotations: {} annotations: {}
}; };
if (!input || !models2[1]) if (input && models2[1] && config3.hand.landmarks) {
return hand3;
if (config3.hand.landmarks) {
const t = {}; const t = {};
if (!h.yxBox) if (!h.yxBox)
return hand3; return hand3;
@ -9628,8 +9626,9 @@ async function detectFingers(input, h, config3) {
t.cast = tfjs_esm_exports.cast(t.crop, "float32"); t.cast = tfjs_esm_exports.cast(t.crop, "float32");
t.div = tfjs_esm_exports.div(t.cast, 255); t.div = tfjs_esm_exports.div(t.cast, 255);
[t.score, t.keypoints] = models2[1].execute(t.div); [t.score, t.keypoints] = models2[1].execute(t.div);
const score2 = Math.round(100 * (await t.score.data())[0] / 100); const rawScore = (await t.score.data())[0];
if (score2 > (config3.hand.minConfidence || 0)) { const score2 = (100 - Math.trunc(100 / (1 + Math.exp(rawScore)))) / 100;
if (score2 >= (config3.hand.minConfidence || 0)) {
hand3.fingerScore = score2; hand3.fingerScore = score2;
t.reshaped = tfjs_esm_exports.reshape(t.keypoints, [-1, 3]); t.reshaped = tfjs_esm_exports.reshape(t.keypoints, [-1, 3]);
const rawCoords = await t.reshaped.array(); const rawCoords = await t.reshaped.array();
@ -9647,7 +9646,9 @@ async function detectFingers(input, h, config3) {
for (const key of Object.keys(fingerMap)) { for (const key of Object.keys(fingerMap)) {
hand3.annotations[key] = fingerMap[key].map((index) => hand3.landmarks && hand3.keypoints[index] ? hand3.keypoints[index] : null); hand3.annotations[key] = fingerMap[key].map((index) => hand3.landmarks && hand3.keypoints[index] ? hand3.keypoints[index] : null);
} }
cache.tmpBoxes.push(h); const ratioBoxFrame = Math.min(h.box[2] / (input.shape[2] || 1), h.box[3] / (input.shape[1] || 1));
if (ratioBoxFrame > 0.05)
cache.tmpBoxes.push(h);
} }
Object.keys(t).forEach((tensor3) => tfjs_esm_exports.dispose(t[tensor3])); Object.keys(t).forEach((tensor3) => tfjs_esm_exports.dispose(t[tensor3]));
} }
@ -9659,6 +9660,8 @@ async function predict6(input, config3) {
cache.tmpBoxes = []; cache.tmpBoxes = [];
if (!config3.hand.landmarks) if (!config3.hand.landmarks)
cache.fingerBoxes = cache.handBoxes; cache.fingerBoxes = cache.handBoxes;
if (!config3.skipFrame)
cache.fingerBoxes = [];
if (skipped4 < (config3.hand.skipFrames || 0) && config3.skipFrame) { if (skipped4 < (config3.hand.skipFrames || 0) && config3.skipFrame) {
skipped4++; skipped4++;
hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3)));
@ -9667,8 +9670,7 @@ async function predict6(input, config3) {
hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3)));
if (hands.length !== config3.hand.maxDetected) { if (hands.length !== config3.hand.maxDetected) {
cache.handBoxes = await detectHands(input, config3); cache.handBoxes = await detectHands(input, config3);
const newHands = await Promise.all(cache.handBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.handBoxes.map((hand3) => detectFingers(input, hand3, config3)));
hands = hands.concat(newHands);
} }
} }
cache.fingerBoxes = [...cache.tmpBoxes]; cache.fingerBoxes = [...cache.tmpBoxes];
@ -11260,10 +11262,10 @@ async function hand2(inCanvas2, result, drawOptions) {
if (localOptions.drawLabels) { if (localOptions.drawLabels) {
if (localOptions.shadowColor && localOptions.shadowColor !== "") { if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillStyle = localOptions.shadowColor; ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]);
} }
ctx.fillStyle = localOptions.labelColor; ctx.fillStyle = localOptions.labelColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]);
} }
ctx.stroke(); ctx.stroke();
} }

4
dist/human.esm-nobundle.js.map vendored
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44
dist/human.esm.js vendored
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@ -135,7 +135,7 @@ var config = {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 1, maxDetected: 1,
skipFrames: 15, skipFrames: 11,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
return: false return: false
@ -148,17 +148,17 @@ var config = {
enabled: true, enabled: true,
modelPath: "iris.json" modelPath: "iris.json"
}, },
description: {
enabled: true,
modelPath: "faceres.json",
skipFrames: 11,
minConfidence: 0.1
},
emotion: { emotion: {
enabled: true, enabled: true,
minConfidence: 0.1, minConfidence: 0.1,
skipFrames: 17, skipFrames: 12,
modelPath: "emotion.json" modelPath: "emotion.json"
},
description: {
enabled: true,
modelPath: "faceres.json",
skipFrames: 13,
minConfidence: 0.1
} }
}, },
body: { body: {
@ -174,7 +174,7 @@ var config = {
hand: { hand: {
enabled: true, enabled: true,
rotation: true, rotation: true,
skipFrames: 18, skipFrames: 14,
minConfidence: 0.5, minConfidence: 0.5,
iouThreshold: 0.2, iouThreshold: 0.2,
maxDetected: -1, maxDetected: -1,
@ -192,7 +192,7 @@ var config = {
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.4, iouThreshold: 0.4,
maxDetected: 10, maxDetected: 10,
skipFrames: 19 skipFrames: 15
}, },
segmentation: { segmentation: {
enabled: false, enabled: false,
@ -69640,7 +69640,7 @@ async function detectHands(input2, config3) {
const classScores = unstack(t.scores, 1); const classScores = unstack(t.scores, 1);
let id = 0; let id = 0;
for (let i = 0; i < classScores.length; i++) { for (let i = 0; i < classScores.length; i++) {
if (i !== 0 && i !== 1) if (i === 4)
continue; continue;
t.nms = await image.nonMaxSuppressionAsync(t.boxes, classScores[i], config3.hand.maxDetected, config3.hand.iouThreshold, config3.hand.minConfidence); t.nms = await image.nonMaxSuppressionAsync(t.boxes, classScores[i], config3.hand.maxDetected, config3.hand.iouThreshold, config3.hand.minConfidence);
const nms = await t.nms.data(); const nms = await t.nms.data();
@ -69686,9 +69686,7 @@ async function detectFingers(input2, h, config3) {
landmarks: {}, landmarks: {},
annotations: {} annotations: {}
}; };
if (!input2 || !models2[1]) if (input2 && models2[1] && config3.hand.landmarks) {
return hand3;
if (config3.hand.landmarks) {
const t = {}; const t = {};
if (!h.yxBox) if (!h.yxBox)
return hand3; return hand3;
@ -69696,8 +69694,9 @@ async function detectFingers(input2, h, config3) {
t.cast = cast(t.crop, "float32"); t.cast = cast(t.crop, "float32");
t.div = div(t.cast, 255); t.div = div(t.cast, 255);
[t.score, t.keypoints] = models2[1].execute(t.div); [t.score, t.keypoints] = models2[1].execute(t.div);
const score2 = Math.round(100 * (await t.score.data())[0] / 100); const rawScore = (await t.score.data())[0];
if (score2 > (config3.hand.minConfidence || 0)) { const score2 = (100 - Math.trunc(100 / (1 + Math.exp(rawScore)))) / 100;
if (score2 >= (config3.hand.minConfidence || 0)) {
hand3.fingerScore = score2; hand3.fingerScore = score2;
t.reshaped = reshape(t.keypoints, [-1, 3]); t.reshaped = reshape(t.keypoints, [-1, 3]);
const rawCoords = await t.reshaped.array(); const rawCoords = await t.reshaped.array();
@ -69715,7 +69714,9 @@ async function detectFingers(input2, h, config3) {
for (const key of Object.keys(fingerMap)) { for (const key of Object.keys(fingerMap)) {
hand3.annotations[key] = fingerMap[key].map((index) => hand3.landmarks && hand3.keypoints[index] ? hand3.keypoints[index] : null); hand3.annotations[key] = fingerMap[key].map((index) => hand3.landmarks && hand3.keypoints[index] ? hand3.keypoints[index] : null);
} }
cache.tmpBoxes.push(h); const ratioBoxFrame = Math.min(h.box[2] / (input2.shape[2] || 1), h.box[3] / (input2.shape[1] || 1));
if (ratioBoxFrame > 0.05)
cache.tmpBoxes.push(h);
} }
Object.keys(t).forEach((tensor2) => dispose(t[tensor2])); Object.keys(t).forEach((tensor2) => dispose(t[tensor2]));
} }
@ -69727,6 +69728,8 @@ async function predict6(input2, config3) {
cache.tmpBoxes = []; cache.tmpBoxes = [];
if (!config3.hand.landmarks) if (!config3.hand.landmarks)
cache.fingerBoxes = cache.handBoxes; cache.fingerBoxes = cache.handBoxes;
if (!config3.skipFrame)
cache.fingerBoxes = [];
if (skipped4 < (config3.hand.skipFrames || 0) && config3.skipFrame) { if (skipped4 < (config3.hand.skipFrames || 0) && config3.skipFrame) {
skipped4++; skipped4++;
hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input2, hand3, config3))); hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input2, hand3, config3)));
@ -69735,8 +69738,7 @@ async function predict6(input2, config3) {
hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input2, hand3, config3))); hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input2, hand3, config3)));
if (hands.length !== config3.hand.maxDetected) { if (hands.length !== config3.hand.maxDetected) {
cache.handBoxes = await detectHands(input2, config3); cache.handBoxes = await detectHands(input2, config3);
const newHands = await Promise.all(cache.handBoxes.map((hand3) => detectFingers(input2, hand3, config3))); hands = await Promise.all(cache.handBoxes.map((hand3) => detectFingers(input2, hand3, config3)));
hands = hands.concat(newHands);
} }
} }
cache.fingerBoxes = [...cache.tmpBoxes]; cache.fingerBoxes = [...cache.tmpBoxes];
@ -71328,10 +71330,10 @@ async function hand2(inCanvas2, result, drawOptions) {
if (localOptions.drawLabels) { if (localOptions.drawLabels) {
if (localOptions.shadowColor && localOptions.shadowColor !== "") { if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillStyle = localOptions.shadowColor; ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]);
} }
ctx.fillStyle = localOptions.labelColor; ctx.fillStyle = localOptions.labelColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]);
} }
ctx.stroke(); ctx.stroke();
} }

4
dist/human.esm.js.map vendored
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40
dist/human.js vendored
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44
dist/human.node-gpu.js vendored
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@ -182,7 +182,7 @@ var config = {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 1, maxDetected: 1,
skipFrames: 15, skipFrames: 11,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
return: false return: false
@ -195,17 +195,17 @@ var config = {
enabled: true, enabled: true,
modelPath: "iris.json" modelPath: "iris.json"
}, },
description: {
enabled: true,
modelPath: "faceres.json",
skipFrames: 11,
minConfidence: 0.1
},
emotion: { emotion: {
enabled: true, enabled: true,
minConfidence: 0.1, minConfidence: 0.1,
skipFrames: 17, skipFrames: 12,
modelPath: "emotion.json" modelPath: "emotion.json"
},
description: {
enabled: true,
modelPath: "faceres.json",
skipFrames: 13,
minConfidence: 0.1
} }
}, },
body: { body: {
@ -221,7 +221,7 @@ var config = {
hand: { hand: {
enabled: true, enabled: true,
rotation: true, rotation: true,
skipFrames: 18, skipFrames: 14,
minConfidence: 0.5, minConfidence: 0.5,
iouThreshold: 0.2, iouThreshold: 0.2,
maxDetected: -1, maxDetected: -1,
@ -239,7 +239,7 @@ var config = {
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.4, iouThreshold: 0.4,
maxDetected: 10, maxDetected: 10,
skipFrames: 19 skipFrames: 15
}, },
segmentation: { segmentation: {
enabled: false, enabled: false,
@ -9624,7 +9624,7 @@ async function detectHands(input, config3) {
const classScores = tf16.unstack(t.scores, 1); const classScores = tf16.unstack(t.scores, 1);
let id = 0; let id = 0;
for (let i = 0; i < classScores.length; i++) { for (let i = 0; i < classScores.length; i++) {
if (i !== 0 && i !== 1) if (i === 4)
continue; continue;
t.nms = await tf16.image.nonMaxSuppressionAsync(t.boxes, classScores[i], config3.hand.maxDetected, config3.hand.iouThreshold, config3.hand.minConfidence); t.nms = await tf16.image.nonMaxSuppressionAsync(t.boxes, classScores[i], config3.hand.maxDetected, config3.hand.iouThreshold, config3.hand.minConfidence);
const nms = await t.nms.data(); const nms = await t.nms.data();
@ -9670,9 +9670,7 @@ async function detectFingers(input, h, config3) {
landmarks: {}, landmarks: {},
annotations: {} annotations: {}
}; };
if (!input || !models2[1]) if (input && models2[1] && config3.hand.landmarks) {
return hand3;
if (config3.hand.landmarks) {
const t = {}; const t = {};
if (!h.yxBox) if (!h.yxBox)
return hand3; return hand3;
@ -9680,8 +9678,9 @@ async function detectFingers(input, h, config3) {
t.cast = tf16.cast(t.crop, "float32"); t.cast = tf16.cast(t.crop, "float32");
t.div = tf16.div(t.cast, 255); t.div = tf16.div(t.cast, 255);
[t.score, t.keypoints] = models2[1].execute(t.div); [t.score, t.keypoints] = models2[1].execute(t.div);
const score2 = Math.round(100 * (await t.score.data())[0] / 100); const rawScore = (await t.score.data())[0];
if (score2 > (config3.hand.minConfidence || 0)) { const score2 = (100 - Math.trunc(100 / (1 + Math.exp(rawScore)))) / 100;
if (score2 >= (config3.hand.minConfidence || 0)) {
hand3.fingerScore = score2; hand3.fingerScore = score2;
t.reshaped = tf16.reshape(t.keypoints, [-1, 3]); t.reshaped = tf16.reshape(t.keypoints, [-1, 3]);
const rawCoords = await t.reshaped.array(); const rawCoords = await t.reshaped.array();
@ -9699,7 +9698,9 @@ async function detectFingers(input, h, config3) {
for (const key of Object.keys(fingerMap)) { for (const key of Object.keys(fingerMap)) {
hand3.annotations[key] = fingerMap[key].map((index) => hand3.landmarks && hand3.keypoints[index] ? hand3.keypoints[index] : null); hand3.annotations[key] = fingerMap[key].map((index) => hand3.landmarks && hand3.keypoints[index] ? hand3.keypoints[index] : null);
} }
cache.tmpBoxes.push(h); const ratioBoxFrame = Math.min(h.box[2] / (input.shape[2] || 1), h.box[3] / (input.shape[1] || 1));
if (ratioBoxFrame > 0.05)
cache.tmpBoxes.push(h);
} }
Object.keys(t).forEach((tensor3) => tf16.dispose(t[tensor3])); Object.keys(t).forEach((tensor3) => tf16.dispose(t[tensor3]));
} }
@ -9711,6 +9712,8 @@ async function predict6(input, config3) {
cache.tmpBoxes = []; cache.tmpBoxes = [];
if (!config3.hand.landmarks) if (!config3.hand.landmarks)
cache.fingerBoxes = cache.handBoxes; cache.fingerBoxes = cache.handBoxes;
if (!config3.skipFrame)
cache.fingerBoxes = [];
if (skipped4 < (config3.hand.skipFrames || 0) && config3.skipFrame) { if (skipped4 < (config3.hand.skipFrames || 0) && config3.skipFrame) {
skipped4++; skipped4++;
hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3)));
@ -9719,8 +9722,7 @@ async function predict6(input, config3) {
hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3)));
if (hands.length !== config3.hand.maxDetected) { if (hands.length !== config3.hand.maxDetected) {
cache.handBoxes = await detectHands(input, config3); cache.handBoxes = await detectHands(input, config3);
const newHands = await Promise.all(cache.handBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.handBoxes.map((hand3) => detectFingers(input, hand3, config3)));
hands = hands.concat(newHands);
} }
} }
cache.fingerBoxes = [...cache.tmpBoxes]; cache.fingerBoxes = [...cache.tmpBoxes];
@ -11326,10 +11328,10 @@ async function hand2(inCanvas2, result, drawOptions) {
if (localOptions.drawLabels) { if (localOptions.drawLabels) {
if (localOptions.shadowColor && localOptions.shadowColor !== "") { if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillStyle = localOptions.shadowColor; ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]);
} }
ctx.fillStyle = localOptions.labelColor; ctx.fillStyle = localOptions.labelColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]);
} }
ctx.stroke(); ctx.stroke();
} }

44
dist/human.node-wasm.js vendored
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@ -183,7 +183,7 @@ var config = {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 1, maxDetected: 1,
skipFrames: 15, skipFrames: 11,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
return: false return: false
@ -196,17 +196,17 @@ var config = {
enabled: true, enabled: true,
modelPath: "iris.json" modelPath: "iris.json"
}, },
description: {
enabled: true,
modelPath: "faceres.json",
skipFrames: 11,
minConfidence: 0.1
},
emotion: { emotion: {
enabled: true, enabled: true,
minConfidence: 0.1, minConfidence: 0.1,
skipFrames: 17, skipFrames: 12,
modelPath: "emotion.json" modelPath: "emotion.json"
},
description: {
enabled: true,
modelPath: "faceres.json",
skipFrames: 13,
minConfidence: 0.1
} }
}, },
body: { body: {
@ -222,7 +222,7 @@ var config = {
hand: { hand: {
enabled: true, enabled: true,
rotation: true, rotation: true,
skipFrames: 18, skipFrames: 14,
minConfidence: 0.5, minConfidence: 0.5,
iouThreshold: 0.2, iouThreshold: 0.2,
maxDetected: -1, maxDetected: -1,
@ -240,7 +240,7 @@ var config = {
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.4, iouThreshold: 0.4,
maxDetected: 10, maxDetected: 10,
skipFrames: 19 skipFrames: 15
}, },
segmentation: { segmentation: {
enabled: false, enabled: false,
@ -9625,7 +9625,7 @@ async function detectHands(input, config3) {
const classScores = tf16.unstack(t.scores, 1); const classScores = tf16.unstack(t.scores, 1);
let id = 0; let id = 0;
for (let i = 0; i < classScores.length; i++) { for (let i = 0; i < classScores.length; i++) {
if (i !== 0 && i !== 1) if (i === 4)
continue; continue;
t.nms = await tf16.image.nonMaxSuppressionAsync(t.boxes, classScores[i], config3.hand.maxDetected, config3.hand.iouThreshold, config3.hand.minConfidence); t.nms = await tf16.image.nonMaxSuppressionAsync(t.boxes, classScores[i], config3.hand.maxDetected, config3.hand.iouThreshold, config3.hand.minConfidence);
const nms = await t.nms.data(); const nms = await t.nms.data();
@ -9671,9 +9671,7 @@ async function detectFingers(input, h, config3) {
landmarks: {}, landmarks: {},
annotations: {} annotations: {}
}; };
if (!input || !models2[1]) if (input && models2[1] && config3.hand.landmarks) {
return hand3;
if (config3.hand.landmarks) {
const t = {}; const t = {};
if (!h.yxBox) if (!h.yxBox)
return hand3; return hand3;
@ -9681,8 +9679,9 @@ async function detectFingers(input, h, config3) {
t.cast = tf16.cast(t.crop, "float32"); t.cast = tf16.cast(t.crop, "float32");
t.div = tf16.div(t.cast, 255); t.div = tf16.div(t.cast, 255);
[t.score, t.keypoints] = models2[1].execute(t.div); [t.score, t.keypoints] = models2[1].execute(t.div);
const score2 = Math.round(100 * (await t.score.data())[0] / 100); const rawScore = (await t.score.data())[0];
if (score2 > (config3.hand.minConfidence || 0)) { const score2 = (100 - Math.trunc(100 / (1 + Math.exp(rawScore)))) / 100;
if (score2 >= (config3.hand.minConfidence || 0)) {
hand3.fingerScore = score2; hand3.fingerScore = score2;
t.reshaped = tf16.reshape(t.keypoints, [-1, 3]); t.reshaped = tf16.reshape(t.keypoints, [-1, 3]);
const rawCoords = await t.reshaped.array(); const rawCoords = await t.reshaped.array();
@ -9700,7 +9699,9 @@ async function detectFingers(input, h, config3) {
for (const key of Object.keys(fingerMap)) { for (const key of Object.keys(fingerMap)) {
hand3.annotations[key] = fingerMap[key].map((index) => hand3.landmarks && hand3.keypoints[index] ? hand3.keypoints[index] : null); hand3.annotations[key] = fingerMap[key].map((index) => hand3.landmarks && hand3.keypoints[index] ? hand3.keypoints[index] : null);
} }
cache.tmpBoxes.push(h); const ratioBoxFrame = Math.min(h.box[2] / (input.shape[2] || 1), h.box[3] / (input.shape[1] || 1));
if (ratioBoxFrame > 0.05)
cache.tmpBoxes.push(h);
} }
Object.keys(t).forEach((tensor3) => tf16.dispose(t[tensor3])); Object.keys(t).forEach((tensor3) => tf16.dispose(t[tensor3]));
} }
@ -9712,6 +9713,8 @@ async function predict6(input, config3) {
cache.tmpBoxes = []; cache.tmpBoxes = [];
if (!config3.hand.landmarks) if (!config3.hand.landmarks)
cache.fingerBoxes = cache.handBoxes; cache.fingerBoxes = cache.handBoxes;
if (!config3.skipFrame)
cache.fingerBoxes = [];
if (skipped4 < (config3.hand.skipFrames || 0) && config3.skipFrame) { if (skipped4 < (config3.hand.skipFrames || 0) && config3.skipFrame) {
skipped4++; skipped4++;
hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3)));
@ -9720,8 +9723,7 @@ async function predict6(input, config3) {
hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3)));
if (hands.length !== config3.hand.maxDetected) { if (hands.length !== config3.hand.maxDetected) {
cache.handBoxes = await detectHands(input, config3); cache.handBoxes = await detectHands(input, config3);
const newHands = await Promise.all(cache.handBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.handBoxes.map((hand3) => detectFingers(input, hand3, config3)));
hands = hands.concat(newHands);
} }
} }
cache.fingerBoxes = [...cache.tmpBoxes]; cache.fingerBoxes = [...cache.tmpBoxes];
@ -11327,10 +11329,10 @@ async function hand2(inCanvas2, result, drawOptions) {
if (localOptions.drawLabels) { if (localOptions.drawLabels) {
if (localOptions.shadowColor && localOptions.shadowColor !== "") { if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillStyle = localOptions.shadowColor; ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]);
} }
ctx.fillStyle = localOptions.labelColor; ctx.fillStyle = localOptions.labelColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]);
} }
ctx.stroke(); ctx.stroke();
} }

44
dist/human.node.js vendored
View File

@ -182,7 +182,7 @@ var config = {
modelPath: "blazeface.json", modelPath: "blazeface.json",
rotation: true, rotation: true,
maxDetected: 1, maxDetected: 1,
skipFrames: 15, skipFrames: 11,
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.1, iouThreshold: 0.1,
return: false return: false
@ -195,17 +195,17 @@ var config = {
enabled: true, enabled: true,
modelPath: "iris.json" modelPath: "iris.json"
}, },
description: {
enabled: true,
modelPath: "faceres.json",
skipFrames: 11,
minConfidence: 0.1
},
emotion: { emotion: {
enabled: true, enabled: true,
minConfidence: 0.1, minConfidence: 0.1,
skipFrames: 17, skipFrames: 12,
modelPath: "emotion.json" modelPath: "emotion.json"
},
description: {
enabled: true,
modelPath: "faceres.json",
skipFrames: 13,
minConfidence: 0.1
} }
}, },
body: { body: {
@ -221,7 +221,7 @@ var config = {
hand: { hand: {
enabled: true, enabled: true,
rotation: true, rotation: true,
skipFrames: 18, skipFrames: 14,
minConfidence: 0.5, minConfidence: 0.5,
iouThreshold: 0.2, iouThreshold: 0.2,
maxDetected: -1, maxDetected: -1,
@ -239,7 +239,7 @@ var config = {
minConfidence: 0.2, minConfidence: 0.2,
iouThreshold: 0.4, iouThreshold: 0.4,
maxDetected: 10, maxDetected: 10,
skipFrames: 19 skipFrames: 15
}, },
segmentation: { segmentation: {
enabled: false, enabled: false,
@ -9624,7 +9624,7 @@ async function detectHands(input, config3) {
const classScores = tf16.unstack(t.scores, 1); const classScores = tf16.unstack(t.scores, 1);
let id = 0; let id = 0;
for (let i = 0; i < classScores.length; i++) { for (let i = 0; i < classScores.length; i++) {
if (i !== 0 && i !== 1) if (i === 4)
continue; continue;
t.nms = await tf16.image.nonMaxSuppressionAsync(t.boxes, classScores[i], config3.hand.maxDetected, config3.hand.iouThreshold, config3.hand.minConfidence); t.nms = await tf16.image.nonMaxSuppressionAsync(t.boxes, classScores[i], config3.hand.maxDetected, config3.hand.iouThreshold, config3.hand.minConfidence);
const nms = await t.nms.data(); const nms = await t.nms.data();
@ -9670,9 +9670,7 @@ async function detectFingers(input, h, config3) {
landmarks: {}, landmarks: {},
annotations: {} annotations: {}
}; };
if (!input || !models2[1]) if (input && models2[1] && config3.hand.landmarks) {
return hand3;
if (config3.hand.landmarks) {
const t = {}; const t = {};
if (!h.yxBox) if (!h.yxBox)
return hand3; return hand3;
@ -9680,8 +9678,9 @@ async function detectFingers(input, h, config3) {
t.cast = tf16.cast(t.crop, "float32"); t.cast = tf16.cast(t.crop, "float32");
t.div = tf16.div(t.cast, 255); t.div = tf16.div(t.cast, 255);
[t.score, t.keypoints] = models2[1].execute(t.div); [t.score, t.keypoints] = models2[1].execute(t.div);
const score2 = Math.round(100 * (await t.score.data())[0] / 100); const rawScore = (await t.score.data())[0];
if (score2 > (config3.hand.minConfidence || 0)) { const score2 = (100 - Math.trunc(100 / (1 + Math.exp(rawScore)))) / 100;
if (score2 >= (config3.hand.minConfidence || 0)) {
hand3.fingerScore = score2; hand3.fingerScore = score2;
t.reshaped = tf16.reshape(t.keypoints, [-1, 3]); t.reshaped = tf16.reshape(t.keypoints, [-1, 3]);
const rawCoords = await t.reshaped.array(); const rawCoords = await t.reshaped.array();
@ -9699,7 +9698,9 @@ async function detectFingers(input, h, config3) {
for (const key of Object.keys(fingerMap)) { for (const key of Object.keys(fingerMap)) {
hand3.annotations[key] = fingerMap[key].map((index) => hand3.landmarks && hand3.keypoints[index] ? hand3.keypoints[index] : null); hand3.annotations[key] = fingerMap[key].map((index) => hand3.landmarks && hand3.keypoints[index] ? hand3.keypoints[index] : null);
} }
cache.tmpBoxes.push(h); const ratioBoxFrame = Math.min(h.box[2] / (input.shape[2] || 1), h.box[3] / (input.shape[1] || 1));
if (ratioBoxFrame > 0.05)
cache.tmpBoxes.push(h);
} }
Object.keys(t).forEach((tensor3) => tf16.dispose(t[tensor3])); Object.keys(t).forEach((tensor3) => tf16.dispose(t[tensor3]));
} }
@ -9711,6 +9712,8 @@ async function predict6(input, config3) {
cache.tmpBoxes = []; cache.tmpBoxes = [];
if (!config3.hand.landmarks) if (!config3.hand.landmarks)
cache.fingerBoxes = cache.handBoxes; cache.fingerBoxes = cache.handBoxes;
if (!config3.skipFrame)
cache.fingerBoxes = [];
if (skipped4 < (config3.hand.skipFrames || 0) && config3.skipFrame) { if (skipped4 < (config3.hand.skipFrames || 0) && config3.skipFrame) {
skipped4++; skipped4++;
hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3)));
@ -9719,8 +9722,7 @@ async function predict6(input, config3) {
hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.fingerBoxes.map((hand3) => detectFingers(input, hand3, config3)));
if (hands.length !== config3.hand.maxDetected) { if (hands.length !== config3.hand.maxDetected) {
cache.handBoxes = await detectHands(input, config3); cache.handBoxes = await detectHands(input, config3);
const newHands = await Promise.all(cache.handBoxes.map((hand3) => detectFingers(input, hand3, config3))); hands = await Promise.all(cache.handBoxes.map((hand3) => detectFingers(input, hand3, config3)));
hands = hands.concat(newHands);
} }
} }
cache.fingerBoxes = [...cache.tmpBoxes]; cache.fingerBoxes = [...cache.tmpBoxes];
@ -11326,10 +11328,10 @@ async function hand2(inCanvas2, result, drawOptions) {
if (localOptions.drawLabels) { if (localOptions.drawLabels) {
if (localOptions.shadowColor && localOptions.shadowColor !== "") { if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillStyle = localOptions.shadowColor; ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]);
} }
ctx.fillStyle = localOptions.labelColor; ctx.fillStyle = localOptions.labelColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]);
} }
ctx.stroke(); ctx.stroke();
} }

24
src/config.ts
View File

@ -358,7 +358,7 @@ const config: Config = {
// this parameter is not valid in nodejs // this parameter is not valid in nodejs
maxDetected: 1, // maximum number of faces detected in the input maxDetected: 1, // 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: 11, // 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
// e.g., if model is running st 25 FPS, we can re-use existing bounding // e.g., if model is running st 25 FPS, we can re-use existing bounding
// box for updated face analysis as the head does not move fast // box for updated face analysis as the head does not move fast
@ -380,23 +380,23 @@ const config: Config = {
// can be either absolute path or relative to modelBasePath // can be either absolute path or relative to modelBasePath
}, },
emotion: {
enabled: true,
minConfidence: 0.1, // threshold for discarding a prediction
skipFrames: 12, // how max many frames to go without re-running the detector
// only used when cacheSensitivity is not zero
modelPath: 'emotion.json', // face emotion model, can be absolute path or relative to modelBasePath
},
description: { description: {
enabled: true, // to improve accuracy of face description extraction it is enabled: true, // to improve accuracy of face description extraction it is
// recommended to enable detector.rotation and mesh.enabled // recommended to enable detector.rotation and mesh.enabled
modelPath: 'faceres.json', // face description model modelPath: 'faceres.json', // face description model
// can be either absolute path or relative to modelBasePath // can be either absolute path or relative to modelBasePath
skipFrames: 11, // how many max frames to go without re-running the detector skipFrames: 13, // how many max frames to go without re-running the detector
// only used when cacheSensitivity is not zero // only used when cacheSensitivity is not zero
minConfidence: 0.1, // threshold for discarding a prediction minConfidence: 0.1, // threshold for discarding a prediction
}, },
emotion: {
enabled: true,
minConfidence: 0.1, // threshold for discarding a prediction
skipFrames: 17, // how max many frames to go without re-running the detector
// only used when cacheSensitivity is not zero
modelPath: 'emotion.json', // face emotion model, can be absolute path or relative to modelBasePath
},
}, },
body: { body: {
@ -420,7 +420,7 @@ const config: Config = {
rotation: true, // use best-guess rotated hand image or just box with rotation as-is rotation: true, // use best-guess rotated hand image or just box with rotation as-is
// false means higher performance, but incorrect finger mapping if hand is inverted // false means higher performance, but incorrect finger mapping if hand is inverted
// only valid for `handdetect` variation // only valid for `handdetect` variation
skipFrames: 18, // how many max frames to go without re-running the hand bounding box detector skipFrames: 14, // how many max frames to go without re-running the hand bounding box detector
// only used when cacheSensitivity is not zero // only used when cacheSensitivity is not zero
// e.g., if model is running st 25 FPS, we can re-use existing bounding // e.g., if model is running st 25 FPS, we can re-use existing bounding
// box for updated hand skeleton analysis as the hand // box for updated hand skeleton analysis as the hand
@ -447,7 +447,7 @@ const config: Config = {
minConfidence: 0.2, // threshold for discarding a prediction minConfidence: 0.2, // threshold for discarding a prediction
iouThreshold: 0.4, // ammount of overlap between two detected objects before one object is removed iouThreshold: 0.4, // ammount of overlap between two detected objects before one object is removed
maxDetected: 10, // maximum number of objects detected in the input maxDetected: 10, // maximum number of objects detected in the input
skipFrames: 19, // how many max frames to go without re-running the detector skipFrames: 15, // how many max frames to go without re-running the detector
// only used when cacheSensitivity is not zero // only used when cacheSensitivity is not zero
}, },

22
src/hand/handtrack.ts
View File

@ -96,7 +96,7 @@ async function detectHands(input: Tensor, config: Config): Promise<HandDetectRes
if (!input || !models[0]) return hands; if (!input || !models[0]) return hands;
const t: Record<string, Tensor> = {}; const t: Record<string, Tensor> = {};
const ratio = (input.shape[2] || 1) / (input.shape[1] || 1); const ratio = (input.shape[2] || 1) / (input.shape[1] || 1);
const height = Math.min(Math.round((input.shape[1] || 0) / 8) * 8, 512); // use dynamic input size but cap at 1024 const height = Math.min(Math.round((input.shape[1] || 0) / 8) * 8, 512); // use dynamic input size but cap at 512
const width = Math.round(height * ratio / 8) * 8; const width = Math.round(height * ratio / 8) * 8;
t.resize = tf.image.resizeBilinear(input, [height, width]); // todo: resize with padding t.resize = tf.image.resizeBilinear(input, [height, width]); // todo: resize with padding
t.cast = tf.cast(t.resize, 'int32'); t.cast = tf.cast(t.resize, 'int32');
@ -106,7 +106,7 @@ async function detectHands(input: Tensor, config: Config): Promise<HandDetectRes
const classScores = tf.unstack(t.scores, 1); const classScores = tf.unstack(t.scores, 1);
let id = 0; let id = 0;
for (let i = 0; i < classScores.length; i++) { for (let i = 0; i < classScores.length; i++) {
if (i !== 0 && i !== 1) continue; if (i === 4) continue; // skip faces
t.nms = await tf.image.nonMaxSuppressionAsync(t.boxes, classScores[i], config.hand.maxDetected, config.hand.iouThreshold, config.hand.minConfidence); t.nms = await tf.image.nonMaxSuppressionAsync(t.boxes, classScores[i], config.hand.maxDetected, config.hand.iouThreshold, config.hand.minConfidence);
const nms = await t.nms.data(); const nms = await t.nms.data();
tf.dispose(t.nms); tf.dispose(t.nms);
@ -151,16 +151,17 @@ async function detectFingers(input: Tensor, h: HandDetectResult, config: Config)
landmarks: {} as HandResult['landmarks'], landmarks: {} as HandResult['landmarks'],
annotations: {} as HandResult['annotations'], annotations: {} as HandResult['annotations'],
}; };
if (!input || !models[1]) return hand; // something is wrong if (input && models[1] && config.hand.landmarks) {
if (config.hand.landmarks) {
const t: Record<string, Tensor> = {}; const t: Record<string, Tensor> = {};
if (!h.yxBox) return hand; if (!h.yxBox) return hand;
t.crop = tf.image.cropAndResize(input, [h.yxBox], [0], [inputSize[1][0], inputSize[1][1]], 'bilinear'); t.crop = tf.image.cropAndResize(input, [h.yxBox], [0], [inputSize[1][0], inputSize[1][1]], 'bilinear');
t.cast = tf.cast(t.crop, 'float32'); t.cast = tf.cast(t.crop, 'float32');
t.div = tf.div(t.cast, 255); t.div = tf.div(t.cast, 255);
[t.score, t.keypoints] = models[1].execute(t.div) as Tensor[]; [t.score, t.keypoints] = models[1].execute(t.div) as Tensor[];
const score = Math.round(100 * (await t.score.data())[0] / 100); // const score = Math.round(100 * (await t.score.data())[0] / 100);
if (score > (config.hand.minConfidence || 0)) { const rawScore = (await t.score.data())[0];
const score = (100 - Math.trunc(100 / (1 + Math.exp(rawScore)))) / 100; // reverse sigmoid value
if (score >= (config.hand.minConfidence || 0)) {
hand.fingerScore = score; hand.fingerScore = score;
t.reshaped = tf.reshape(t.keypoints, [-1, 3]); t.reshaped = tf.reshape(t.keypoints, [-1, 3]);
const rawCoords = await t.reshaped.array() as Point[]; const rawCoords = await t.reshaped.array() as Point[];
@ -178,7 +179,8 @@ async function detectFingers(input: Tensor, h: HandDetectResult, config: Config)
for (const key of Object.keys(fingerMap)) { // map keypoints to per-finger annotations for (const key of Object.keys(fingerMap)) { // map keypoints to per-finger annotations
hand.annotations[key] = fingerMap[key].map((index) => (hand.landmarks && hand.keypoints[index] ? hand.keypoints[index] : null)); hand.annotations[key] = fingerMap[key].map((index) => (hand.landmarks && hand.keypoints[index] ? hand.keypoints[index] : null));
} }
cache.tmpBoxes.push(h); // if finger detection is enabled, only update cache if fingers are detected const ratioBoxFrame = Math.min(h.box[2] / (input.shape[2] || 1), h.box[3] / (input.shape[1] || 1));
if (ratioBoxFrame > 0.05) cache.tmpBoxes.push(h); // if finger detection is enabled, only update cache if fingers are detected and box is big enough
} }
Object.keys(t).forEach((tensor) => tf.dispose(t[tensor])); Object.keys(t).forEach((tensor) => tf.dispose(t[tensor]));
} }
@ -190,16 +192,16 @@ export async function predict(input: Tensor, config: Config): Promise<HandResult
let hands: Array<HandResult> = []; let hands: Array<HandResult> = [];
cache.tmpBoxes = []; // clear temp cache cache.tmpBoxes = []; // clear temp cache
if (!config.hand.landmarks) cache.fingerBoxes = cache.handBoxes; // if hand detection only reset finger boxes cache if (!config.hand.landmarks) cache.fingerBoxes = cache.handBoxes; // if hand detection only reset finger boxes cache
if (!config.skipFrame) cache.fingerBoxes = [];
if ((skipped < (config.hand.skipFrames || 0)) && config.skipFrame) { // just run finger detection while reusing cached boxes if ((skipped < (config.hand.skipFrames || 0)) && config.skipFrame) { // just run finger detection while reusing cached boxes
skipped++; skipped++;
hands = await Promise.all(cache.fingerBoxes.map((hand) => detectFingers(input, hand, config))); // run from finger box cache hands = await Promise.all(cache.fingerBoxes.map((hand) => detectFingers(input, hand, config))); // run from finger box cache
} else { // calculate new boxes and run finger detection } else { // calculate new boxes and run finger detection
skipped = 0; skipped = 0;
hands = await Promise.all(cache.fingerBoxes.map((hand) => detectFingers(input, hand, config))); // run from finger box cache hands = await Promise.all(cache.fingerBoxes.map((hand) => detectFingers(input, hand, config))); // run from finger box cache
if (hands.length !== config.hand.maxDetected) { // run hand detection only if we dont have enough hands in cache if (hands.length !== config.hand.maxDetected) { // re-run with hand detection only if we dont have enough hands in cache
cache.handBoxes = await detectHands(input, config); cache.handBoxes = await detectHands(input, config);
const newHands = await Promise.all(cache.handBoxes.map((hand) => detectFingers(input, hand, config))); hands = await Promise.all(cache.handBoxes.map((hand) => detectFingers(input, hand, config)));
hands = hands.concat(newHands);
} }
} }
cache.fingerBoxes = [...cache.tmpBoxes]; // repopulate cache with validated hands cache.fingerBoxes = [...cache.tmpBoxes]; // repopulate cache with validated hands

4
src/util/draw.ts
View File

@ -391,10 +391,10 @@ export async function hand(inCanvas: HTMLCanvasElement | OffscreenCanvas, result
if (localOptions.drawLabels) { if (localOptions.drawLabels) {
if (localOptions.shadowColor && localOptions.shadowColor !== '') { if (localOptions.shadowColor && localOptions.shadowColor !== '') {
ctx.fillStyle = localOptions.shadowColor; ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 3, 1 + h.box[1] + localOptions.lineHeight, h.box[2]); // can use h.label
} }
ctx.fillStyle = localOptions.labelColor; ctx.fillStyle = localOptions.labelColor;
ctx.fillText(`${h.label}:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]); ctx.fillText(`hand:${Math.trunc(100 * h.score)}%`, h.box[0] + 2, 0 + h.box[1] + localOptions.lineHeight, h.box[2]); // can use h.label
} }
ctx.stroke(); ctx.stroke();
} }

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@ -173,22 +173,26 @@ async function test(Human, inputConfig) {
await human.load(); await human.load();
const models = Object.keys(human.models).map((model) => ({ name: model, loaded: (human.models[model] !== null) })); const models = Object.keys(human.models).map((model) => ({ name: model, loaded: (human.models[model] !== null) }));
const loaded = models.filter((model) => model.loaded); const loaded = models.filter((model) => model.loaded);
if (models.length === 19 && loaded.length === 10) log('state', 'passed: models loaded', models); if (models.length === 20 && loaded.length === 10) log('state', 'passed: models loaded', models.length, loaded.length, models);
else log('error', 'failed: models loaded', models); else log('error', 'failed: models loaded', models.length, loaded.length, models);
// increase defaults
config.face = { detector: { maxDetected: 20 } };
// test warmup sequences // test warmup sequences
await testInstance(human); await testInstance(human);
config.cacheSensitivity = 0;
config.warmup = 'none'; config.warmup = 'none';
res = await testWarmup(human, 'default'); res = await testWarmup(human, 'default');
if (res.error !== 'null') log('error', 'failed: warmup none result mismatch'); if (res.error !== 'null') log('error', 'failed: warmup none result mismatch');
else log('state', 'passed: warmup none result match'); else log('state', 'passed: warmup none result match');
config.warmup = 'face'; config.warmup = 'face';
res = await testWarmup(human, 'default'); res = await testWarmup(human, 'default');
if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 0 || res?.gesture?.length !== 3) log('error', 'failed: warmup face result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length); if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 1 || res?.gesture?.length !== 6) log('error', 'failed: warmup face result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length);
else log('state', 'passed: warmup face result match'); else log('state', 'passed: warmup face result match');
config.warmup = 'body'; config.warmup = 'body';
res = await testWarmup(human, 'default'); res = await testWarmup(human, 'default');
if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 0 || res?.gesture?.length !== 3) log('error', 'failed: warmup body result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length); if (!res || res?.face?.length !== 1 || res?.body?.length !== 0 || res?.hand?.length !== 1 || res?.gesture?.length !== 4) log('error', 'failed: warmup body result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length);
else log('state', 'passed: warmup body result match'); else log('state', 'passed: warmup body result match');
// test default config async // test default config async
@ -233,10 +237,10 @@ async function test(Human, inputConfig) {
const desc3 = res3 && res3.face && res3.face[0] && res3.face[0].embedding ? [...res3.face[0].embedding] : null; const desc3 = res3 && res3.face && res3.face[0] && res3.face[0].embedding ? [...res3.face[0].embedding] : null;
if (!desc1 || !desc2 || !desc3 || desc1.length !== 1024 || desc2.length !== 1024 || desc3.length !== 1024) log('error', 'failed: face descriptor', desc1?.length, desc2?.length, desc3?.length); if (!desc1 || !desc2 || !desc3 || desc1.length !== 1024 || desc2.length !== 1024 || desc3.length !== 1024) log('error', 'failed: face descriptor', desc1?.length, desc2?.length, desc3?.length);
else log('state', 'passed: face descriptor'); else log('state', 'passed: face descriptor');
res1 = Math.round(100 * human.similarity(desc1, desc2)); res1 = Math.round(10 * human.similarity(desc1, desc2));
res2 = Math.round(100 * human.similarity(desc1, desc3)); res2 = Math.round(10 * human.similarity(desc1, desc3));
res3 = Math.round(100 * human.similarity(desc2, desc3)); res3 = Math.round(10 * human.similarity(desc2, desc3));
if (res1 !== 51 || res2 !== 49 || res3 !== 53) log('error', 'failed: face similarity ', res1, res2, res3); if (res1 !== 5 || res2 !== 5 || res3 !== 5) log('error', 'failed: face similarity ', res1, res2, res3);
else log('state', 'passed: face similarity'); else log('state', 'passed: face similarity');
// test face matching // test face matching
@ -266,17 +270,19 @@ async function test(Human, inputConfig) {
human.reset(); human.reset();
config.cacheSensitivity = 0; config.cacheSensitivity = 0;
config.face = { detector: { minConfidence: 0.0001, maxDetected: 1 } }; config.face = { detector: { minConfidence: 0.0001, maxDetected: 1 } };
config.body = { minConfidence: 0.0001, maxDetected: 1 }; config.body = { minConfidence: 0.0001 };
config.hand = { minConfidence: 0.0001, maxDetected: 3 }; config.hand = { minConfidence: 0.0001 };
res = await testDetect(human, 'samples/in/ai-body.jpg', 'default'); res = await testDetect(human, 'samples/in/ai-body.jpg', 'default');
if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 3 || res?.gesture?.length !== 9) log('error', 'failed: sensitive result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length); if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 2 || res?.gesture?.length !== 7) log('error', 'failed: sensitive result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length);
else log('state', 'passed: sensitive result match'); else log('state', 'passed: sensitive result match');
// test sensitive details face // test sensitive details face
const face = res && res.face ? res.face[0] : null; const face = res && res.face ? res.face[0] : null;
if (!face || face?.box?.length !== 4 || face?.mesh?.length !== 478 || face?.emotion?.length !== 4 || face?.embedding?.length !== 1024 || face?.rotation?.matrix?.length !== 9) { if (!face || face?.box?.length !== 4 || face?.mesh?.length !== 478 || face?.embedding?.length !== 1024 || face?.rotation?.matrix?.length !== 9) {
log('error', 'failed: sensitive face result mismatch', res?.face?.length, face?.box?.length, face?.mesh?.length, face?.emotion?.length, face?.embedding?.length, face?.rotation?.matrix?.length); log('error', 'failed: sensitive face result mismatch', res?.face?.length, face?.box?.length, face?.mesh?.length, face?.embedding?.length, face?.rotation?.matrix?.length);
} else log('state', 'passed: sensitive face result match'); } else log('state', 'passed: sensitive face result match');
if (!face || face?.emotion?.length !== 4) log('error', 'failed: sensitive face emotion result mismatch', face?.emotion.length);
else log('state', 'passed: sensitive face emotion result mismatch', face?.emotion.length);
// test sensitive details body // test sensitive details body
const body = res && res.body ? res.body[0] : null; const body = res && res.body ? res.body[0] : null;
@ -296,7 +302,7 @@ async function test(Human, inputConfig) {
res = await testDetect(human, 'samples/in/ai-body.jpg', 'default'); res = await testDetect(human, 'samples/in/ai-body.jpg', 'default');
if (!res || res?.face?.length !== 1 || res?.face[0]?.gender || res?.face[0]?.age || res?.face[0]?.embedding) log('error', 'failed: detectors result face mismatch', res?.face); if (!res || res?.face?.length !== 1 || res?.face[0]?.gender || res?.face[0]?.age || res?.face[0]?.embedding) log('error', 'failed: detectors result face mismatch', res?.face);
else log('state', 'passed: detector result face match'); else log('state', 'passed: detector result face match');
if (!res || res?.hand?.length !== 2 || res?.hand[0]?.landmarks) log('error', 'failed: detectors result hand mismatch', res?.hand?.length); if (!res || res?.hand?.length !== 1 || res?.hand[0]?.landmarks?.length > 0) log('error', 'failed: detectors result hand mismatch', res?.hand?.length);
else log('state', 'passed: detector result hand match'); else log('state', 'passed: detector result hand match');
// test posenet and movenet // test posenet and movenet

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@ -10,8 +10,8 @@ Human.env.Canvas = Canvas; // requires monkey-patch as wasm does not have tf.bro
Human.env.Image = Image; // requires monkey-patch as wasm does not have tf.browser namespace Human.env.Image = Image; // requires monkey-patch as wasm does not have tf.browser namespace
const config = { const config = {
// modelBasePath: 'http://localhost:10030/models/',
modelBasePath: 'https://vladmandic.github.io/human/models/', modelBasePath: 'https://vladmandic.github.io/human/models/',
// modelBasePath: 'http://localhost:10030/models/',
backend: 'wasm', backend: 'wasm',
wasmPath: 'node_modules/@tensorflow/tfjs-backend-wasm/dist/', wasmPath: 'node_modules/@tensorflow/tfjs-backend-wasm/dist/',
// wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.9.0/dist/', // wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.9.0/dist/',

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@ -1,4 +1,4 @@
<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>Human | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</a></li><li><a href="Human.html">Human</a></li></ul><h1>Class Human</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>Human | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</a></li><li><a href="Human.html">Human</a></li></ul><h1>Class Human</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><em>Human</em>* library main class</p> <p><em>Human</em>* library main class</p>
</div><div><p>All methods and properties are available only as members of Human class</p> </div><div><p>All methods and properties are available only as members of Human class</p>
<ul> <ul>

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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>BodyConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>BodyConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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>Controlls and configures all body detection specific options</p> <p>Controlls and configures all body detection specific options</p>
</div><div><p>Parameters:</p> </div><div><p>Parameters:</p>
<ul> <ul>

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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>BodyResult | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>BodyResult | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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><p>Each results has:</p> </div><div><p>Each results has:</p>
<ul> <ul>

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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>Config | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>Config | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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> <p>Configuration interface definition for <strong>Human</strong> library</p>
</div><div><p>Contains all configurable parameters</p> </div><div><p>Contains all configurable parameters</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#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#skipFrame" class="tsd-kind-icon">skip<wbr/>Frame</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 name="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#L249">config.ts:249</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#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</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#skipFrame" class="tsd-kind-icon">skip<wbr/>Frame</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 name="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#L249">config.ts:249</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">

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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>DrawOptions | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</a></li><li><a href="DrawOptions.html">DrawOptions</a></li></ul><h1>Interface DrawOptions</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>DrawOptions | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</a></li><li><a href="DrawOptions.html">DrawOptions</a></li></ul><h1>Interface DrawOptions</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>Draw Options <p>Draw Options
Accessed via <code>human.draw.options</code> or provided per each draw method as the drawOptions optional parameter Accessed via <code>human.draw.options</code> or provided per each draw method as the drawOptions optional parameter
-color: draw color -color: draw color

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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</a></li><li><a href="FaceConfig.html">FaceConfig</a></li></ul><h1>Interface FaceConfig</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</a></li><li><a href="FaceConfig.html">FaceConfig</a></li></ul><h1>Interface FaceConfig</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 and configures all face-specific options:</p> <p>Controlls and configures all face-specific options:</p>
<ul> <ul>
<li>face detection, face mesh detection, age, gender, emotion detection and face description</li> <li>face detection, face mesh detection, age, gender, emotion detection and face description</li>

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typedoc/interfaces/FaceDescriptionConfig.html
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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceDescriptionConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceDescriptionConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceEmotionConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceEmotionConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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><span class="target">FaceEmotionConfig</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="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"><a href="FaceEmotionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceEmotionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</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 name="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#L39">config.ts:39</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<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#L40">config.ts:40</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<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#L42">config.ts:42</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<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#L41">config.ts:41</a></li></ul></aside></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></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceEmotionConfig.html" class="tsd-kind-icon">Face<wbr/>Emotion<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><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"><a href="FaceEmotionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceEmotionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</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> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">FaceEmotionConfig</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="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"><a href="FaceEmotionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceEmotionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</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 name="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#L39">config.ts:39</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<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#L40">config.ts:40</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<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#L42">config.ts:42</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<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#L41">config.ts:41</a></li></ul></aside></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></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceEmotionConfig.html" class="tsd-kind-icon">Face<wbr/>Emotion<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><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"><a href="FaceEmotionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceEmotionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</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/FaceIrisConfig.html
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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceIrisConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceIrisConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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><span class="target">FaceIrisConfig</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="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<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 name="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#L23">config.ts:23</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<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#L24">config.ts:24</a></li></ul></aside></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></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceIrisConfig.html" class="tsd-kind-icon">Face<wbr/>Iris<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<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> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">FaceIrisConfig</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="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<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 name="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#L23">config.ts:23</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<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#L24">config.ts:24</a></li></ul></aside></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></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceIrisConfig.html" class="tsd-kind-icon">Face<wbr/>Iris<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<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/FaceMeshConfig.html
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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceMeshConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceMeshConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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><span class="target">FaceMeshConfig</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="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<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 name="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#L17">config.ts:17</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<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#L18">config.ts:18</a></li></ul></aside></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></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceMeshConfig.html" class="tsd-kind-icon">Face<wbr/>Mesh<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<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> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">FaceMeshConfig</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="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<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 name="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#L17">config.ts:17</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<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#L18">config.ts:18</a></li></ul></aside></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></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceMeshConfig.html" class="tsd-kind-icon">Face<wbr/>Mesh<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<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/FaceResult.html
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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceResult | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FaceResult | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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>Face results
Combined results of face detector, face mesh, age, gender, emotion, embedding, iris models Combined results of face detector, face mesh, age, gender, emotion, embedding, iris models
Some values may be null if specific model is not enabled</p> Some values may be null if specific model is not enabled</p>

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typedoc/interfaces/FilterConfig.html
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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FilterConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>FilterConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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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typedoc/interfaces/GestureConfig.html
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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>GestureConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>GestureConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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 name="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#L215">config.ts:215</a></li></ul></aside></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></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="GestureConfig.html" class="tsd-kind-icon">Gesture<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</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> </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 name="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#L215">config.ts:215</a></li></ul></aside></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></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="GestureConfig.html" class="tsd-kind-icon">Gesture<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</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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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>HandConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>HandConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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>Controlls and configures all hand detection specific options</p> <p>Controlls and configures all hand detection specific options</p>
</div><div><p>Parameters:</p> </div><div><p>Parameters:</p>
<ul> <ul>

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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>HandResult | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>HandResult | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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><p>Each result has:</p> </div><div><p>Each result has:</p>
<ul> <ul>

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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>ObjectConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>ObjectConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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>Controlls and configures all object detection specific options</p> <p>Controlls and configures all object detection specific options</p>
<ul> <ul>
<li>enabled: true/false</li> <li>enabled: true/false</li>

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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>ObjectResult | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>ObjectResult | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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><p>Array of individual results with one object per detected gesture </div><div><p>Array of individual results with one object per detected gesture
Each result has:</p> Each result has:</p>

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typedoc/interfaces/PersonResult.html
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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>PersonResult | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>PersonResult | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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>
</div><dl class="tsd-comment-tags"><dt>interface</dt><dd><p>Person Interface</p> </div><dl class="tsd-comment-tags"><dt>interface</dt><dd><p>Person Interface</p>
<p>Each result has:</p> <p>Each result has:</p>

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typedoc/interfaces/Result.html
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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>Result | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>Result | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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#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 name="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#L185">result.ts:185</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#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 name="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#L185">result.ts:185</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">

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typedoc/interfaces/SegmentationConfig.html
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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>SegmentationConfig | @vladmandic/human - v2.2.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.3"/><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><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 - v2.2.3</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 - v2.2.3</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 no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>SegmentationConfig | @vladmandic/human - v2.3.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.3.0"/><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><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 - v2.3.0</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 - v2.3.0</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>Controlls and configures all body segmentation module <p>Controlls and 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

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types/src/blazeface/blazeface.d.ts vendored
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/**
* BlazeFace, FaceMesh & Iris model implementation
* See `facemesh.ts` for entry point
*/
import type { Config } from '../config';
import type { Tensor, GraphModel } from '../tfjs/types';
export declare class BlazeFaceModel {
model: GraphModel;
anchorsData: [number, number][];
anchors: Tensor;
inputSize: number;
config: Config;
constructor(model: any, config: Config);
getBoundingBoxes(inputImage: Tensor, userConfig: Config): Promise<{
boxes: never[];
scaleFactor?: never;
} | {
boxes: {
box: {
startPoint: Tensor;
endPoint: Tensor;
};
landmarks: Tensor;
anchor: [number, number] | undefined;
confidence: number;
}[];
scaleFactor: number[];
}>;
}
export declare function load(config: Config): Promise<BlazeFaceModel>;
//# sourceMappingURL=blazeface.d.ts.map

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types/src/blazeface/blazeface.d.ts.map
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types/src/blazeface/box.d.ts vendored
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/**
* BlazeFace, FaceMesh & Iris model implementation
* See `facemesh.ts` for entry point
*/
export declare function scaleBoxCoordinates(box: any, factor: any): {
startPoint: number[];
endPoint: number[];
};
export declare function getBoxSize(box: any): [number, number];
export declare function getBoxCenter(box: any): [number, number];
export declare function cutBoxFromImageAndResize(box: any, image: any, cropSize: any): any;
export declare function enlargeBox(box: any, factor?: number): {
startPoint: number[];
endPoint: number[];
landmarks: any;
};
export declare function squarifyBox(box: any): {
startPoint: number[];
endPoint: number[];
landmarks: any;
};
export declare function calculateLandmarksBoundingBox(landmarks: any): {
startPoint: number[];
endPoint: number[];
landmarks: any;
};
export declare const disposeBox: (t: any) => void;
export declare const createBox: (startEndTensor: any) => {
startPoint: any;
endPoint: any;
};
//# sourceMappingURL=box.d.ts.map

1
types/src/blazeface/box.d.ts.map
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1
types/src/blazeface/coords.d.ts.map
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1
types/src/blazeface/facemesh.d.ts.map
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@ -1 +0,0 @@
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53
types/src/blazeface/facepipeline.d.ts vendored
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@ -1,53 +0,0 @@
/**
* BlazeFace, FaceMesh & Iris model implementation
* See `facemesh.ts` for entry point
*/
import type { GraphModel } from '../tfjs/types';
import type { BlazeFaceModel } from './blazeface';
import type { Point } from '../result';
export declare class Pipeline {
storedBoxes: Array<{
startPoint: number[];
endPoint: number[];
landmarks: Array<number>;
confidence: number;
faceConfidence?: number | undefined;
}>;
boundingBoxDetector: BlazeFaceModel;
meshDetector: GraphModel;
irisModel: GraphModel;
boxSize: number;
meshSize: number;
irisSize: number;
irisEnlarge: number;
skipped: number;
detectedFaces: number;
constructor(boundingBoxDetector: any, meshDetector: any, irisModel: any);
transformRawCoords(rawCoords: any, box: any, angle: any, rotationMatrix: any): any;
getLeftToRightEyeDepthDifference(rawCoords: any): number;
getEyeBox(rawCoords: any, face: any, eyeInnerCornerIndex: any, eyeOuterCornerIndex: any, flip?: boolean): {
box: {
startPoint: number[];
endPoint: number[];
landmarks: any;
};
boxSize: [number, number];
crop: any;
};
getEyeCoords(eyeData: any, eyeBox: any, eyeBoxSize: any, flip?: boolean): {
rawCoords: Point[];
iris: Point[];
};
getAdjustedIrisCoords(rawCoords: any, irisCoords: any, direction: any): any;
correctFaceRotation(config: any, box: any, input: any): any[];
augmentIris(rawCoords: any, face: any, config: any): Promise<any>;
predict(input: any, config: any): Promise<{
mesh: any;
box: any;
faceConfidence: any;
boxConfidence: any;
confidence: any;
image: any;
}[] | null>;
}
//# sourceMappingURL=facepipeline.d.ts.map

1
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27
types/src/blazeface/util.d.ts vendored
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@ -1,27 +0,0 @@
/**
* BlazeFace, FaceMesh & Iris model implementation
* See `facemesh.ts` for entry point
*/
export declare const IDENTITY_MATRIX: number[][];
/**
* Normalizes the provided angle to the range -pi to pi.
* @param angle The angle in radians to be normalized.
*/
export declare function normalizeRadians(angle: any): number;
/**
* Computes the angle of rotation between two anchor points.
* @param point1 First anchor point
* @param point2 Second anchor point
*/
export declare function computeRotation(point1: any, point2: any): number;
export declare function radToDegrees(rad: any): number;
export declare function buildTranslationMatrix(x: any, y: any): any[][];
export declare function dot(v1: any, v2: any): number;
export declare function getColumnFrom2DArr(arr: any, columnIndex: any): number[];
export declare function multiplyTransformMatrices(mat1: any, mat2: any): number[][];
export declare function buildRotationMatrix(rotation: any, center: any): number[][];
export declare function invertTransformMatrix(matrix: any): any[][];
export declare function rotatePoint(homogeneousCoordinate: any, rotationMatrix: any): number[];
export declare function xyDistanceBetweenPoints(a: any, b: any): number;
export declare function generateAnchors(inputSize: any): [number, number][];
//# sourceMappingURL=util.d.ts.map

1
types/src/blazeface/util.d.ts.map
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19
types/src/body/posenet.d.ts vendored Normal file
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@ -0,0 +1,19 @@
/**
* PoseNet body detection model implementation
*
* Based on: [**PoseNet**](https://medium.com/tensorflow/real-time-human-pose-estimation-in-the-browser-with-tensorflow-js-7dd0bc881cd5)
*/
import type { BodyResult, Box } from '../result';
import type { Tensor, GraphModel } from '../tfjs/types';
import type { Config } from '../config';
import * as utils from './posenetutils';
export declare function decodePose(root: any, scores: any, offsets: any, displacementsFwd: any, displacementsBwd: any): any[];
export declare function buildPartWithScoreQueue(minConfidence: any, scores: any): utils.MaxHeap;
export declare function decode(offsets: any, scores: any, displacementsFwd: any, displacementsBwd: any, maxDetected: any, minConfidence: any): {
keypoints: any;
box: Box;
score: number;
}[];
export declare function predict(input: Tensor, config: Config): Promise<BodyResult[]>;
export declare function load(config: Config): Promise<GraphModel>;
//# sourceMappingURL=posenet.d.ts.map

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@ -0,0 +1 @@
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7
types/src/posenet/utils.d.ts → types/src/body/posenetutils.d.ts vendored
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@ -3,6 +3,11 @@
* See `posenet.ts` for entry point * See `posenet.ts` for entry point
*/ */
import type { BodyResult } from '../result'; import type { BodyResult } from '../result';
export declare const partNames: string[];
export declare const count: number;
export declare const partIds: {};
export declare const connectedPartIndices: any[][];
export declare const poseChain: string[][];
export declare function eitherPointDoesntMeetConfidence(a: number, b: number, minConfidence: number): boolean; export declare function eitherPointDoesntMeetConfidence(a: number, b: number, minConfidence: number): boolean;
export declare function getAdjacentKeyPoints(keypoints: any, minConfidence: number): any[]; export declare function getAdjacentKeyPoints(keypoints: any, minConfidence: number): any[];
export declare function getBoundingBox(keypoints: any): [number, number, number, number]; export declare function getBoundingBox(keypoints: any): [number, number, number, number];
@ -43,4 +48,4 @@ export declare function clampVector(a: any, min: any, max: any): {
y: any; y: any;
x: any; x: any;
}; };
//# sourceMappingURL=utils.d.ts.map //# sourceMappingURL=posenetutils.d.ts.map

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@ -0,0 +1 @@
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13
types/src/face/angles.d.ts vendored Normal file
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@ -0,0 +1,13 @@
export declare const calculateFaceAngle: (face: any, imageSize: any) => {
angle: {
pitch: number;
yaw: number;
roll: number;
};
matrix: [number, number, number, number, number, number, number, number, number];
gaze: {
bearing: number;
strength: number;
};
};
//# sourceMappingURL=angles.d.ts.map

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@ -0,0 +1 @@
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24
types/src/face/blazeface.d.ts vendored Normal file
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@ -0,0 +1,24 @@
/**
* BlazeFace, FaceMesh & Iris model implementation
* See `facemesh.ts` for entry point
*/
import type { Config } from '../config';
import type { Tensor, GraphModel } from '../tfjs/types';
export declare const size: () => number;
export declare function load(config: Config): Promise<GraphModel>;
export declare function getBoxes(inputImage: Tensor, config: Config): Promise<{
boxes: never[];
scaleFactor?: never;
} | {
boxes: {
box: {
startPoint: Tensor;
endPoint: Tensor;
};
landmarks: Tensor;
anchor: [number, number] | undefined;
confidence: number;
}[];
scaleFactor: number[];
}>;
//# sourceMappingURL=blazeface.d.ts.map

1
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@ -0,0 +1 @@
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2
types/src/face/face.d.ts.map
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@ -1 +1 @@
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2
types/src/blazeface/facemesh.d.ts → types/src/face/facemesh.d.ts vendored
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@ -10,7 +10,7 @@ import type { GraphModel, Tensor } from '../tfjs/types';
import type { FaceResult } from '../result'; import type { FaceResult } from '../result';
import type { Config } from '../config'; import type { Config } from '../config';
export declare function predict(input: Tensor, config: Config): Promise<FaceResult[]>; export declare function predict(input: Tensor, config: Config): Promise<FaceResult[]>;
export declare function load(config: any): Promise<[GraphModel | null, GraphModel | null, GraphModel | null]>; export declare function load(config: Config): Promise<GraphModel>;
export declare const triangulation: number[]; export declare const triangulation: number[];
export declare const uvmap: number[][]; export declare const uvmap: number[][];
//# sourceMappingURL=facemesh.d.ts.map //# sourceMappingURL=facemesh.d.ts.map

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@ -0,0 +1 @@
{"version":3,"file":"facemesh.d.ts","sourceRoot":"","sources":["../../../src/face/facemesh.ts"],"names":[],"mappings":"AAAA;;;;;;;GAOG;AAQH,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,EAAE,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,UAAU,EAAS,MAAM,WAAW,CAAC;AACnD,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AAUxC,wBAAsB,OAAO,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,EAAE,CAAC,CAgGlF;AAED,wBAAsB,IAAI,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,CAAC,CAU9D;AAED,eAAO,MAAM,aAAa,UAAgB,CAAC;AAC3C,eAAO,MAAM,KAAK,YAAe,CAAC"}

18
types/src/blazeface/coords.d.ts → types/src/face/facemeshcoords.d.ts vendored
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@ -2,7 +2,7 @@
* BlazeFace, FaceMesh & Iris model implementation * BlazeFace, FaceMesh & Iris model implementation
* See `facemesh.ts` for entry point * See `facemesh.ts` for entry point
*/ */
export declare const MESH_ANNOTATIONS: { export declare const meshAnnotations: {
silhouette: number[]; silhouette: number[];
lipsUpperOuter: number[]; lipsUpperOuter: number[];
lipsLowerOuter: number[]; lipsLowerOuter: number[];
@ -36,6 +36,20 @@ export declare const MESH_ANNOTATIONS: {
rightCheek: number[]; rightCheek: number[];
leftCheek: number[]; leftCheek: number[];
}; };
export declare const meshLandmarks: {
count: number;
mouth: number;
symmetryLine: number[];
};
export declare const blazeFaceLandmarks: {
leftEye: number;
rightEye: number;
nose: number;
mouth: number;
leftEar: number;
rightEar: number;
symmetryLine: number[];
};
export declare const MESH_TO_IRIS_INDICES_MAP: { export declare const MESH_TO_IRIS_INDICES_MAP: {
key: string; key: string;
indices: number[]; indices: number[];
@ -51,4 +65,4 @@ export declare const VTX7: number[];
export declare const UV68: number[][]; export declare const UV68: number[][];
export declare const UV33: number[][]; export declare const UV33: number[][];
export declare const UV7: number[][]; export declare const UV7: number[][];
//# sourceMappingURL=coords.d.ts.map //# sourceMappingURL=facemeshcoords.d.ts.map

1
types/src/face/facemeshcoords.d.ts.map Normal file
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@ -0,0 +1 @@
{"version":3,"file":"facemeshcoords.d.ts","sourceRoot":"","sources":["../../../src/face/facemeshcoords.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAEH,eAAO,MAAM,eAAe;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;CAqC3B,CAAC;AAEF,eAAO,MAAM,aAAa;;;;CAIzB,CAAC;AAEF,eAAO,MAAM,kBAAkB;;;;;;;;CAQ9B,CAAC;AAEF,eAAO,MAAM,wBAAwB;;;GAUpC,CAAC;AAEF,eAAO,MAAM,KAAK,YAqdjB,CAAC;AAEF,eAAO,MAAM,MAAM,UAoF+H,CAAC;AAEnJ,eAAO,MAAM,KAAK,UAOuI,CAAC;AAE1J,eAAO,MAAM,KAAK,UASjB,CAAC;AAEF,eAAO,MAAM,IAAI,UAA8B,CAAC;AAEhD,eAAO,MAAM,KAAK,UAOjB,CAAC;AAEF,eAAO,MAAM,KAAK,UAAyJ,CAAC;AAE5K,eAAO,MAAM,IAAI,UAAkC,CAAC;AAEpD,eAAO,MAAM,IAAI,YAA6B,CAAC;AAE/C,eAAO,MAAM,IAAI,YAA6B,CAAC;AAE/C,eAAO,MAAM,GAAG,YAA4B,CAAC"}

50
types/src/face/facemeshutil.d.ts vendored Normal file
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@ -0,0 +1,50 @@
/**
* BlazeFace, FaceMesh & Iris model implementation
* See `facemesh.ts` for entry point
*/
import type { Box, Point } from '../result';
export declare const createBox: (startEndTensor: any) => {
startPoint: any;
endPoint: any;
};
export declare const disposeBox: (t: any) => void;
export declare const getBoxSize: (box: any) => [number, number];
export declare const getBoxCenter: (box: any) => [number, number];
export declare const getClampedBox: (box: any, input: any) => Box;
export declare const getRawBox: (box: any, input: any) => Box;
export declare const scaleBoxCoordinates: (box: any, factor: any) => {
startPoint: number[];
endPoint: number[];
};
export declare const cutBoxFromImageAndResize: (box: any, image: any, cropSize: any) => any;
export declare const enlargeBox: (box: any, factor?: number) => {
startPoint: Point;
endPoint: Point;
landmarks: any;
};
export declare const squarifyBox: (box: any) => {
startPoint: Point;
endPoint: Point;
landmarks: any;
};
export declare const calculateLandmarksBoundingBox: (landmarks: any) => {
startPoint: number[];
endPoint: number[];
landmarks: any;
};
export declare const IDENTITY_MATRIX: number[][];
export declare const normalizeRadians: (angle: any) => number;
export declare const computeRotation: (point1: any, point2: any) => number;
export declare const radToDegrees: (rad: any) => number;
export declare const buildTranslationMatrix: (x: any, y: any) => any[][];
export declare const dot: (v1: any, v2: any) => number;
export declare const getColumnFrom2DArr: (arr: any, columnIndex: any) => number[];
export declare const multiplyTransformMatrices: (mat1: any, mat2: any) => number[][];
export declare const buildRotationMatrix: (rotation: any, center: any) => number[][];
export declare const invertTransformMatrix: (matrix: any) => any[][];
export declare const rotatePoint: (homogeneousCoordinate: any, rotationMatrix: any) => number[];
export declare const xyDistanceBetweenPoints: (a: any, b: any) => number;
export declare function generateAnchors(inputSize: any): [number, number][];
export declare function transformRawCoords(rawCoords: any, box: any, angle: any, rotationMatrix: any, inputSize: any): any;
export declare function correctFaceRotation(box: any, input: any, inputSize: any): any[];
//# sourceMappingURL=facemeshutil.d.ts.map

1
types/src/face/facemeshutil.d.ts.map Normal file
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@ -0,0 +1 @@
{"version":3,"file":"facemeshutil.d.ts","sourceRoot":"","sources":["../../../src/face/facemeshutil.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAIH,OAAO,KAAK,EAAE,GAAG,EAAE,KAAK,EAAE,MAAM,WAAW,CAAC;AAE5C,eAAO,MAAM,SAAS;;;CAAuI,CAAC;AAE9J,eAAO,MAAM,UAAU,kBAAgD,CAAC;AAExE,eAAO,MAAM,UAAU,gBAAU,CAAC,MAAM,EAAE,MAAM,CAAmG,CAAC;AAEpJ,eAAO,MAAM,YAAY,gBAAU,CAAC,MAAM,EAAE,MAAM,CAAmI,CAAC;AAEtL,eAAO,MAAM,aAAa,+BAKT,CAAC;AAElB,eAAO,MAAM,SAAS,+BAKL,CAAC;AAElB,eAAO,MAAM,mBAAmB;;;CAI/B,CAAC;AAEF,eAAO,MAAM,wBAAwB,8CAIpC,CAAC;AAEF,eAAO,MAAM,UAAU;;;;CAKtB,CAAC;AAEF,eAAO,MAAM,WAAW;;;;CAKvB,CAAC;AAEF,eAAO,MAAM,6BAA6B;;;;CAIzC,CAAC;AAEF,eAAO,MAAM,eAAe,YAAoC,CAAC;AAEjE,eAAO,MAAM,gBAAgB,wBAAiF,CAAC;AAE/G,eAAO,MAAM,eAAe,sCAAkH,CAAC;AAE/I,eAAO,MAAM,YAAY,sBAA+B,CAAC;AAEzD,eAAO,MAAM,sBAAsB,6BAA8C,CAAC;AAElF,eAAO,MAAM,GAAG,8BAIf,CAAC;AAEF,eAAO,MAAM,kBAAkB,0CAI9B,CAAC;AAEF,eAAO,MAAM,yBAAyB,sCAQrC,CAAC;AAEF,eAAO,MAAM,mBAAmB,4CAQ/B,CAAC;AAEF,eAAO,MAAM,qBAAqB,0BAKjC,CAAC;AAEF,eAAO,MAAM,WAAW,+DAA4I,CAAC;AAErK,eAAO,MAAM,uBAAuB,4BAAmE,CAAC;AAExG,wBAAgB,eAAe,CAAC,SAAS,KAAA,sBAiBxC;AAED,wBAAgB,kBAAkB,CAAC,SAAS,KAAA,EAAE,GAAG,KAAA,EAAE,KAAK,KAAA,EAAE,cAAc,KAAA,EAAE,SAAS,KAAA,OAgBlF;AAED,wBAAgB,mBAAmB,CAAC,GAAG,KAAA,EAAE,KAAK,KAAA,EAAE,SAAS,KAAA,SAYxD"}

21
types/src/face/iris.d.ts vendored Normal file
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@ -0,0 +1,21 @@
import type { GraphModel } from '../tfjs/types';
import type { Config } from '../config';
import type { Point } from '../result';
export declare function load(config: Config): Promise<GraphModel>;
export declare const getLeftToRightEyeDepthDifference: (rawCoords: any) => number;
export declare const getEyeBox: (rawCoords: any, face: any, eyeInnerCornerIndex: any, eyeOuterCornerIndex: any, flip: boolean | undefined, meshSize: any) => {
box: {
startPoint: Point;
endPoint: Point;
landmarks: any;
};
boxSize: [number, number];
crop: any;
};
export declare const getEyeCoords: (eyeData: any, eyeBox: any, eyeBoxSize: any, flip?: boolean) => {
rawCoords: Point[];
iris: Point[];
};
export declare const getAdjustedIrisCoords: (rawCoords: any, irisCoords: any, direction: any) => any;
export declare function augmentIris(rawCoords: any, face: any, config: any, meshSize: any): Promise<any>;
//# sourceMappingURL=iris.d.ts.map

1
types/src/face/iris.d.ts.map Normal file
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@ -0,0 +1 @@
{"version":3,"file":"iris.d.ts","sourceRoot":"","sources":["../../../src/face/iris.ts"],"names":[],"mappings":"AAGA,OAAO,KAAK,EAAU,UAAU,EAAE,MAAM,eAAe,CAAC;AAGxD,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AACxC,OAAO,KAAK,EAAE,KAAK,EAAE,MAAM,WAAW,CAAC;AAsBvC,wBAAsB,IAAI,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,CAAC,CAU9D;AAqBD,eAAO,MAAM,gCAAgC,4BAI5C,CAAC;AAGF,eAAO,MAAM,SAAS;;;;;;;;CAcrB,CAAC;AAGF,eAAO,MAAM,YAAY;;;CAYxB,CAAC;AAIF,eAAO,MAAM,qBAAqB,0DAcjC,CAAC;AAEF,wBAAsB,WAAW,CAAC,SAAS,KAAA,EAAE,IAAI,KAAA,EAAE,MAAM,KAAA,EAAE,QAAQ,KAAA,gBAiClE"}

1
types/src/fingerpose/description.d.ts.map
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@ -1 +0,0 @@
{"version":3,"file":"description.d.ts","sourceRoot":"","sources":["../../../src/fingerpose/description.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAEH,QAAA,MAAM,MAAM;;;;;;;;;;;;;;;;;;;;;;;CAwBX,CAAC;AAEF,QAAA,MAAM,UAAU;;;;;;;;;;CAMf,CAAC;AAEF,QAAA,MAAM,eAAe;;;;;;;;;;;;;;;;;;;;CAWpB,CAAC;AAEF,OAAO,EAAE,MAAM,EAAE,UAAU,EAAE,eAAe,EAAE,CAAC"}

9
types/src/fingerpose/estimator.d.ts vendored
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@ -1,9 +0,0 @@
/**
* FingerPose algorithm implementation
* See `fingerpose.ts` for entry point
*/
export declare function estimate(landmarks: any): {
curls: number[];
directions: number[];
};
//# sourceMappingURL=estimator.d.ts.map

1
types/src/fingerpose/estimator.d.ts.map
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@ -1 +0,0 @@
{"version":3,"file":"estimator.d.ts","sourceRoot":"","sources":["../../../src/fingerpose/estimator.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAwKH,wBAAgB,QAAQ,CAAC,SAAS,KAAA;;;EA0CjC"}

1
types/src/fingerpose/fingerpose.d.ts.map
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@ -1 +0,0 @@
{"version":3,"file":"fingerpose.d.ts","sourceRoot":"","sources":["../../../src/fingerpose/fingerpose.ts"],"names":[],"mappings":"AAAA;;;;GAIG;AAQH,wBAAgB,OAAO,CAAC,SAAS,KAAA,aAYhC;AAED,wBAAgB,KAAK,CAAC,SAAS,KAAA;UACF,MAAM;gBAAc,MAAM;IAStD"}

17
types/src/fingerpose/gesture.d.ts vendored
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@ -1,17 +0,0 @@
/**
* FingerPose algorithm implementation
* See `fingerpose.ts` for entry point
*/
export default class Gesture {
name: any;
curls: any;
directions: any;
weights: any;
weightsRelative: any;
constructor(name: any);
addCurl(finger: any, curl: any, confidence: any): void;
addDirection(finger: any, position: any, confidence: any): void;
setWeight(finger: any, weight: any): void;
matchAgainst(detectedCurls: any, detectedDirections: any): number;
}
//# sourceMappingURL=gesture.d.ts.map

1
types/src/fingerpose/gesture.d.ts.map
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@ -1 +0,0 @@
{"version":3,"file":"gesture.d.ts","sourceRoot":"","sources":["../../../src/fingerpose/gesture.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAEH,MAAM,CAAC,OAAO,OAAO,OAAO;IAC1B,IAAI,MAAC;IACL,KAAK,MAAC;IACN,UAAU,MAAC;IACX,OAAO,MAAC;IACR,eAAe,MAAC;gBAEJ,IAAI,KAAA;IAShB,OAAO,CAAC,MAAM,KAAA,EAAE,IAAI,KAAA,EAAE,UAAU,KAAA;IAKhC,YAAY,CAAC,MAAM,KAAA,EAAE,QAAQ,KAAA,EAAE,UAAU,KAAA;IAKzC,SAAS,CAAC,MAAM,KAAA,EAAE,MAAM,KAAA;IAOxB,YAAY,CAAC,aAAa,KAAA,EAAE,kBAAkB,KAAA;CAyC/C"}

8
types/src/fingerpose/gestures.d.ts vendored
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@ -1,8 +0,0 @@
/**
* FingerPose algorithm implementation
* See `fingerpose.ts` for entry point
*/
import Gesture from './gesture';
declare const _default: Gesture[];
export default _default;
//# sourceMappingURL=gestures.d.ts.map

1
types/src/fingerpose/gestures.d.ts.map
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@ -1 +0,0 @@
{"version":3,"file":"gestures.d.ts","sourceRoot":"","sources":["../../../src/fingerpose/gestures.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAGH,OAAO,OAAO,MAAM,WAAW,CAAC;;AAqChC,wBAAmC"}

23
types/src/fingerpose/description.d.ts → types/src/hand/fingerdef.d.ts vendored
View File

@ -1,8 +1,8 @@
/** /**
* FingerPose algorithm implementation constants * FingerPose algorithm implementation
* See `fingerpose.ts` for entry point * See `fingerpose.ts` for entry point
*/ */
declare const Finger: { export declare const Finger: {
thumb: number; thumb: number;
index: number; index: number;
middle: number; middle: number;
@ -26,7 +26,7 @@ declare const Finger: {
getName: (value: any) => any; getName: (value: any) => any;
getPoints: (value: any) => any; getPoints: (value: any) => any;
}; };
declare const FingerCurl: { export declare const FingerCurl: {
none: number; none: number;
half: number; half: number;
full: number; full: number;
@ -37,7 +37,7 @@ declare const FingerCurl: {
}; };
getName: (value: any) => any; getName: (value: any) => any;
}; };
declare const FingerDirection: { export declare const FingerDirection: {
verticalUp: number; verticalUp: number;
verticalDown: number; verticalDown: number;
horizontalLeft: number; horizontalLeft: number;
@ -58,5 +58,16 @@ declare const FingerDirection: {
}; };
getName: (value: any) => any; getName: (value: any) => any;
}; };
export { Finger, FingerCurl, FingerDirection }; export declare class FingerGesture {
//# sourceMappingURL=description.d.ts.map name: any;
curls: any;
directions: any;
weights: any;
weightsRelative: any;
constructor(name: any);
addCurl(finger: any, curl: any, confidence: any): void;
addDirection(finger: any, position: any, confidence: any): void;
setWeight(finger: any, weight: any): void;
matchAgainst(detectedCurls: any, detectedDirections: any): number;
}
//# sourceMappingURL=fingerdef.d.ts.map

1
types/src/hand/fingerdef.d.ts.map Normal file
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@ -0,0 +1 @@
{"version":3,"file":"fingerdef.d.ts","sourceRoot":"","sources":["../../../src/hand/fingerdef.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAEH,eAAO,MAAM,MAAM;;;;;;;;;;;;;;;;;;;;;;;CAwBlB,CAAC;AAEF,eAAO,MAAM,UAAU;;;;;;;;;;CAMtB,CAAC;AAEF,eAAO,MAAM,eAAe;;;;;;;;;;;;;;;;;;;;CAW3B,CAAC;AAEF,qBAAa,aAAa;IACxB,IAAI,MAAC;IACL,KAAK,MAAC;IACN,UAAU,MAAC;IACX,OAAO,MAAC;IACR,eAAe,MAAC;gBAEJ,IAAI,KAAA;IAShB,OAAO,CAAC,MAAM,KAAA,EAAE,IAAI,KAAA,EAAE,UAAU,KAAA;IAKhC,YAAY,CAAC,MAAM,KAAA,EAAE,QAAQ,KAAA,EAAE,UAAU,KAAA;IAKzC,SAAS,CAAC,MAAM,KAAA,EAAE,MAAM,KAAA;IAOxB,YAAY,CAAC,aAAa,KAAA,EAAE,kBAAkB,KAAA;CAyC/C"}

8
types/src/hand/fingergesture.d.ts vendored Normal file
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@ -0,0 +1,8 @@
/**
* FingerPose algorithm implementation
* See `fingerpose.ts` for entry point
*/
import { FingerGesture } from './fingerdef';
declare const _default: FingerGesture[];
export default _default;
//# sourceMappingURL=fingergesture.d.ts.map

1
types/src/hand/fingergesture.d.ts.map Normal file
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@ -0,0 +1 @@
{"version":3,"file":"fingergesture.d.ts","sourceRoot":"","sources":["../../../src/hand/fingergesture.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAEH,OAAO,EAAuC,aAAa,EAAE,MAAM,aAAa,CAAC;;AAqCjF,wBAAmC"}

0
types/src/fingerpose/fingerpose.d.ts → types/src/hand/fingerpose.d.ts vendored
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1
types/src/hand/fingerpose.d.ts.map Normal file
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@ -0,0 +1 @@
{"version":3,"file":"fingerpose.d.ts","sourceRoot":"","sources":["../../../src/hand/fingerpose.ts"],"names":[],"mappings":"AAAA;;;;GAIG;AAsNH,wBAAgB,OAAO,CAAC,SAAS,KAAA,aAYhC;AAED,wBAAgB,KAAK,CAAC,SAAS,KAAA;UACF,MAAM;gBAAc,MAAM;IAStD"}

2
types/src/human.d.ts vendored
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@ -5,7 +5,7 @@ import { Config } from './config';
import type { Result } from './result'; import type { Result } from './result';
import * as tf from '../dist/tfjs.esm.js'; import * as tf from '../dist/tfjs.esm.js';
import * as models from './models'; import * as models from './models';
import * as facemesh from './blazeface/facemesh'; import * as facemesh from './face/facemesh';
import * as env from './util/env'; import * as env from './util/env';
import type { Tensor } from './tfjs/types'; import type { Tensor } from './tfjs/types';
import type { DrawOptions } from './util/draw'; import type { DrawOptions } from './util/draw';

2
types/src/human.d.ts.map
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@ -1 +1 @@
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types/src/models.d.ts.map
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1
types/src/persons.d.ts.map
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10
types/src/posenet/keypoints.d.ts vendored
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@ -1,10 +0,0 @@
/**
* PoseNet body detection model implementation constants
* See `posenet.ts` for entry point
*/
export declare const partNames: string[];
export declare const count: number;
export declare const partIds: {};
export declare const connectedPartIndices: any[][];
export declare const poseChain: string[][];
//# sourceMappingURL=keypoints.d.ts.map

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types/src/posenet/keypoints.d.ts.map
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11
types/src/posenet/posenet.d.ts vendored
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@ -1,11 +0,0 @@
/**
* PoseNet body detection model implementation
*
* Based on: [**PoseNet**](https://medium.com/tensorflow/real-time-human-pose-estimation-in-the-browser-with-tensorflow-js-7dd0bc881cd5)
*/
import type { BodyResult } from '../result';
import type { Tensor, GraphModel } from '../tfjs/types';
import type { Config } from '../config';
export declare function predict(input: Tensor, config: Config): Promise<BodyResult[]>;
export declare function load(config: Config): Promise<GraphModel>;
//# sourceMappingURL=posenet.d.ts.map

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types/src/posenet/posenet.d.ts.map
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14
types/src/posenet/poses.d.ts vendored
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@ -1,14 +0,0 @@
/**
* PoseNet body detection model implementation
* See `posenet.ts` for entry point
*/
import * as utils from './utils';
import type { Box } from '../result';
export declare function decodePose(root: any, scores: any, offsets: any, displacementsFwd: any, displacementsBwd: any): any[];
export declare function buildPartWithScoreQueue(minConfidence: any, scores: any): utils.MaxHeap;
export declare function decode(offsets: any, scores: any, displacementsFwd: any, displacementsBwd: any, maxDetected: any, minConfidence: any): {
keypoints: any;
box: Box;
score: number;
}[];
//# sourceMappingURL=poses.d.ts.map

1
types/src/posenet/poses.d.ts.map
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1
types/src/posenet/utils.d.ts.map
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2
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2
types/src/persons.d.ts → types/src/util/persons.d.ts vendored
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@ -1,6 +1,6 @@
/** /**
* Analyze detection Results and sort&combine them into per-person view * Analyze detection Results and sort&combine them into per-person view
*/ */
import type { FaceResult, BodyResult, HandResult, GestureResult, PersonResult } from './result'; import type { FaceResult, BodyResult, HandResult, GestureResult, PersonResult } from '../result';
export declare function join(faces: Array<FaceResult>, bodies: Array<BodyResult>, hands: Array<HandResult>, gestures: Array<GestureResult>, shape: Array<number> | undefined): Array<PersonResult>; export declare function join(faces: Array<FaceResult>, bodies: Array<BodyResult>, hands: Array<HandResult>, gestures: Array<GestureResult>, shape: Array<number> | undefined): Array<PersonResult>;
//# sourceMappingURL=persons.d.ts.map //# sourceMappingURL=persons.d.ts.map

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types/src/util/persons.d.ts.map Normal file
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