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human
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fix for human.draw labels and typedefs

pull/233/head
Vladimir Mandic 2021-10-21 10:54:51 -04:00
parent d4188518db
commit 669e6e7c00
32 changed files with 629 additions and 3215 deletions
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3
CHANGELOG.md
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@ -9,8 +9,9 @@
## Changelog
### **HEAD -> main** 2021/10/19 mandic00@live.com
### **HEAD -> main** 2021/10/21 mandic00@live.com
- add human.custom.esm using custom tfjs build
### **2.3.5** 2021/10/19 mandic00@live.com

1
demo/index.js
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@ -63,6 +63,7 @@ const drawOptions = {
drawBoxes: true,
drawGaze: true,
drawLabels: true,
drawGestures: true,
drawPolygons: true,
drawPoints: false,
fillPolygons: false,

27
dist/human.custom.esm.js vendored
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@ -80930,6 +80930,7 @@ var options2 = {
drawPoints: false,
drawLabels: true,
drawBoxes: true,
drawGestures: true,
drawPolygons: true,
drawGaze: true,
fillPolygons: false,
@ -81034,6 +81035,7 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2)
return;
if (localOptions.drawGestures) {
const ctx = getCanvasContext(inCanvas2);
ctx.font = localOptions.font;
ctx.fillStyle = localOptions.color;
@ -81055,6 +81057,7 @@ async function gesture(inCanvas2, result, drawOptions) {
}
}
}
}
async function face(inCanvas2, result, drawOptions) {
var _a, _b, _c, _d, _e;
const localOptions = mergeDeep(options2, drawOptions);
@ -81067,6 +81070,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
if (localOptions.drawLabels) {
const labels2 = [];
labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
if (f.genderScore)
@ -81076,7 +81080,7 @@ async function face(inCanvas2, result, drawOptions) {
if (f.iris)
labels2.push(`distance: ${f.iris}`);
if (f.real)
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`);
labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
if (f.emotion && f.emotion.length > 0) {
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
if (emotion3.length > 3)
@ -81102,6 +81106,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
}
}
ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) {
if (localOptions.drawPoints) {
@ -81500,31 +81505,31 @@ var detectFace = async (parent, input2) => {
const rotation = calculateFaceAngle(faces[i], [input2.shape[2], input2.shape[1]]);
parent.analyze("Start Emotion:");
if (parent.config.async) {
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:emotion";
timeStamp = now();
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
parent.performance.emotion = Math.trunc(now() - timeStamp);
}
parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:");
if (parent.config.async) {
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:antispoof";
timeStamp = now();
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
parent.performance.antispoof = Math.trunc(now() - timeStamp);
}
parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:");
if (parent.config.async) {
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:description";
timeStamp = now();
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
parent.performance.embedding = Math.trunc(now() - timeStamp);
}
parent.analyze("End Description:");
@ -81544,10 +81549,10 @@ var detectFace = async (parent, input2) => {
faceRes.push({
...faces[i],
id: i,
age: descRes.age,
gender: descRes.gender,
genderScore: descRes.genderScore,
embedding: descRes.descriptor,
age: descRes == null ? void 0 : descRes.age,
gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes,
real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

4
dist/human.custom.esm.js.map vendored
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27
dist/human.esm-nobundle.js vendored
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@ -10878,6 +10878,7 @@ var options2 = {
drawPoints: false,
drawLabels: true,
drawBoxes: true,
drawGestures: true,
drawPolygons: true,
drawGaze: true,
fillPolygons: false,
@ -10982,6 +10983,7 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2)
return;
if (localOptions.drawGestures) {
const ctx = getCanvasContext(inCanvas2);
ctx.font = localOptions.font;
ctx.fillStyle = localOptions.color;
@ -11003,6 +11005,7 @@ async function gesture(inCanvas2, result, drawOptions) {
}
}
}
}
async function face(inCanvas2, result, drawOptions) {
var _a, _b, _c, _d, _e;
const localOptions = mergeDeep(options2, drawOptions);
@ -11015,6 +11018,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
if (localOptions.drawLabels) {
const labels2 = [];
labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
if (f.genderScore)
@ -11024,7 +11028,7 @@ async function face(inCanvas2, result, drawOptions) {
if (f.iris)
labels2.push(`distance: ${f.iris}`);
if (f.real)
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`);
labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
if (f.emotion && f.emotion.length > 0) {
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
if (emotion3.length > 3)
@ -11050,6 +11054,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
}
}
ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) {
if (localOptions.drawPoints) {
@ -11448,31 +11453,31 @@ var detectFace = async (parent, input) => {
const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]);
parent.analyze("Start Emotion:");
if (parent.config.async) {
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:emotion";
timeStamp = now();
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : null;
parent.performance.emotion = Math.trunc(now() - timeStamp);
}
parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:");
if (parent.config.async) {
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:antispoof";
timeStamp = now();
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : null;
parent.performance.antispoof = Math.trunc(now() - timeStamp);
}
parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:");
if (parent.config.async) {
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:description";
timeStamp = now();
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tfjs_esm_exports.tensor([]), parent.config, i, faces.length) : null;
parent.performance.embedding = Math.trunc(now() - timeStamp);
}
parent.analyze("End Description:");
@ -11492,10 +11497,10 @@ var detectFace = async (parent, input) => {
faceRes.push({
...faces[i],
id: i,
age: descRes.age,
gender: descRes.gender,
genderScore: descRes.genderScore,
embedding: descRes.descriptor,
age: descRes == null ? void 0 : descRes.age,
gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes,
real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

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dist/human.esm.js vendored
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@ -78360,6 +78360,7 @@ var options2 = {
drawPoints: false,
drawLabels: true,
drawBoxes: true,
drawGestures: true,
drawPolygons: true,
drawGaze: true,
fillPolygons: false,
@ -78464,6 +78465,7 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2)
return;
if (localOptions.drawGestures) {
const ctx = getCanvasContext(inCanvas2);
ctx.font = localOptions.font;
ctx.fillStyle = localOptions.color;
@ -78485,6 +78487,7 @@ async function gesture(inCanvas2, result, drawOptions) {
}
}
}
}
async function face(inCanvas2, result, drawOptions) {
var _a, _b, _c, _d, _e;
const localOptions = mergeDeep(options2, drawOptions);
@ -78497,6 +78500,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
if (localOptions.drawLabels) {
const labels2 = [];
labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
if (f.genderScore)
@ -78506,7 +78510,7 @@ async function face(inCanvas2, result, drawOptions) {
if (f.iris)
labels2.push(`distance: ${f.iris}`);
if (f.real)
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`);
labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
if (f.emotion && f.emotion.length > 0) {
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
if (emotion3.length > 3)
@ -78532,6 +78536,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
}
}
ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) {
if (localOptions.drawPoints) {
@ -78930,31 +78935,31 @@ var detectFace = async (parent, input2) => {
const rotation = calculateFaceAngle(faces[i], [input2.shape[2], input2.shape[1]]);
parent.analyze("Start Emotion:");
if (parent.config.async) {
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:emotion";
timeStamp = now();
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
parent.performance.emotion = Math.trunc(now() - timeStamp);
}
parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:");
if (parent.config.async) {
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:antispoof";
timeStamp = now();
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
parent.performance.antispoof = Math.trunc(now() - timeStamp);
}
parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:");
if (parent.config.async) {
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:description";
timeStamp = now();
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tensor([]), parent.config, i, faces.length) : null;
parent.performance.embedding = Math.trunc(now() - timeStamp);
}
parent.analyze("End Description:");
@ -78974,10 +78979,10 @@ var detectFace = async (parent, input2) => {
faceRes.push({
...faces[i],
id: i,
age: descRes.age,
gender: descRes.gender,
genderScore: descRes.genderScore,
embedding: descRes.descriptor,
age: descRes == null ? void 0 : descRes.age,
gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes,
real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

4
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14
dist/human.js vendored
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27
dist/human.node-gpu.js vendored
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@ -10937,6 +10937,7 @@ var options2 = {
drawPoints: false,
drawLabels: true,
drawBoxes: true,
drawGestures: true,
drawPolygons: true,
drawGaze: true,
fillPolygons: false,
@ -11041,6 +11042,7 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2)
return;
if (localOptions.drawGestures) {
const ctx = getCanvasContext(inCanvas2);
ctx.font = localOptions.font;
ctx.fillStyle = localOptions.color;
@ -11062,6 +11064,7 @@ async function gesture(inCanvas2, result, drawOptions) {
}
}
}
}
async function face(inCanvas2, result, drawOptions) {
var _a, _b, _c, _d, _e;
const localOptions = mergeDeep(options2, drawOptions);
@ -11074,6 +11077,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
if (localOptions.drawLabels) {
const labels2 = [];
labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
if (f.genderScore)
@ -11083,7 +11087,7 @@ async function face(inCanvas2, result, drawOptions) {
if (f.iris)
labels2.push(`distance: ${f.iris}`);
if (f.real)
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`);
labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
if (f.emotion && f.emotion.length > 0) {
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
if (emotion3.length > 3)
@ -11109,6 +11113,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
}
}
ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) {
if (localOptions.drawPoints) {
@ -11510,31 +11515,31 @@ var detectFace = async (parent, input) => {
const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]);
parent.analyze("Start Emotion:");
if (parent.config.async) {
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:emotion";
timeStamp = now();
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
parent.performance.emotion = Math.trunc(now() - timeStamp);
}
parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:");
if (parent.config.async) {
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:antispoof";
timeStamp = now();
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
parent.performance.antispoof = Math.trunc(now() - timeStamp);
}
parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:");
if (parent.config.async) {
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:description";
timeStamp = now();
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
parent.performance.embedding = Math.trunc(now() - timeStamp);
}
parent.analyze("End Description:");
@ -11554,10 +11559,10 @@ var detectFace = async (parent, input) => {
faceRes.push({
...faces[i],
id: i,
age: descRes.age,
gender: descRes.gender,
genderScore: descRes.genderScore,
embedding: descRes.descriptor,
age: descRes == null ? void 0 : descRes.age,
gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes,
real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

27
dist/human.node-wasm.js vendored
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@ -10938,6 +10938,7 @@ var options2 = {
drawPoints: false,
drawLabels: true,
drawBoxes: true,
drawGestures: true,
drawPolygons: true,
drawGaze: true,
fillPolygons: false,
@ -11042,6 +11043,7 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2)
return;
if (localOptions.drawGestures) {
const ctx = getCanvasContext(inCanvas2);
ctx.font = localOptions.font;
ctx.fillStyle = localOptions.color;
@ -11063,6 +11065,7 @@ async function gesture(inCanvas2, result, drawOptions) {
}
}
}
}
async function face(inCanvas2, result, drawOptions) {
var _a, _b, _c, _d, _e;
const localOptions = mergeDeep(options2, drawOptions);
@ -11075,6 +11078,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
if (localOptions.drawLabels) {
const labels2 = [];
labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
if (f.genderScore)
@ -11084,7 +11088,7 @@ async function face(inCanvas2, result, drawOptions) {
if (f.iris)
labels2.push(`distance: ${f.iris}`);
if (f.real)
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`);
labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
if (f.emotion && f.emotion.length > 0) {
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
if (emotion3.length > 3)
@ -11110,6 +11114,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
}
}
ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) {
if (localOptions.drawPoints) {
@ -11511,31 +11516,31 @@ var detectFace = async (parent, input) => {
const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]);
parent.analyze("Start Emotion:");
if (parent.config.async) {
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:emotion";
timeStamp = now();
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
parent.performance.emotion = Math.trunc(now() - timeStamp);
}
parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:");
if (parent.config.async) {
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:antispoof";
timeStamp = now();
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
parent.performance.antispoof = Math.trunc(now() - timeStamp);
}
parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:");
if (parent.config.async) {
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:description";
timeStamp = now();
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
parent.performance.embedding = Math.trunc(now() - timeStamp);
}
parent.analyze("End Description:");
@ -11555,10 +11560,10 @@ var detectFace = async (parent, input) => {
faceRes.push({
...faces[i],
id: i,
age: descRes.age,
gender: descRes.gender,
genderScore: descRes.genderScore,
embedding: descRes.descriptor,
age: descRes == null ? void 0 : descRes.age,
gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes,
real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

27
dist/human.node.js vendored
View File

@ -10937,6 +10937,7 @@ var options2 = {
drawPoints: false,
drawLabels: true,
drawBoxes: true,
drawGestures: true,
drawPolygons: true,
drawGaze: true,
fillPolygons: false,
@ -11041,6 +11042,7 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2)
return;
if (localOptions.drawGestures) {
const ctx = getCanvasContext(inCanvas2);
ctx.font = localOptions.font;
ctx.fillStyle = localOptions.color;
@ -11062,6 +11064,7 @@ async function gesture(inCanvas2, result, drawOptions) {
}
}
}
}
async function face(inCanvas2, result, drawOptions) {
var _a, _b, _c, _d, _e;
const localOptions = mergeDeep(options2, drawOptions);
@ -11074,6 +11077,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
if (localOptions.drawLabels) {
const labels2 = [];
labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
if (f.genderScore)
@ -11083,7 +11087,7 @@ async function face(inCanvas2, result, drawOptions) {
if (f.iris)
labels2.push(`distance: ${f.iris}`);
if (f.real)
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`);
labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
if (f.emotion && f.emotion.length > 0) {
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
if (emotion3.length > 3)
@ -11109,6 +11113,7 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
}
}
ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) {
if (localOptions.drawPoints) {
@ -11510,31 +11515,31 @@ var detectFace = async (parent, input) => {
const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]);
parent.analyze("Start Emotion:");
if (parent.config.async) {
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:emotion";
timeStamp = now();
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? await predict5(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
parent.performance.emotion = Math.trunc(now() - timeStamp);
}
parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:");
if (parent.config.async) {
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:antispoof";
timeStamp = now();
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? await predict(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
parent.performance.antispoof = Math.trunc(now() - timeStamp);
}
parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:");
if (parent.config.async) {
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = "run:description";
timeStamp = now();
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? await predict7(faces[i].tensor || tf26.tensor([]), parent.config, i, faces.length) : null;
parent.performance.embedding = Math.trunc(now() - timeStamp);
}
parent.analyze("End Description:");
@ -11554,10 +11559,10 @@ var detectFace = async (parent, input) => {
faceRes.push({
...faces[i],
id: i,
age: descRes.age,
gender: descRes.gender,
genderScore: descRes.genderScore,
embedding: descRes.descriptor,
age: descRes == null ? void 0 : descRes.age,
gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes,
real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

20
src/face/face.ts
View File

@ -48,11 +48,11 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
// run emotion, inherits face from blazeface
parent.analyze('Start Emotion:');
if (parent.config.async) {
emotionRes = parent.config.face.emotion.enabled ? emotion.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? emotion.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = 'run:emotion';
timeStamp = now();
emotionRes = parent.config.face.emotion.enabled ? await emotion.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : {};
emotionRes = parent.config.face.emotion.enabled ? await emotion.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : null;
parent.performance.emotion = Math.trunc(now() - timeStamp);
}
parent.analyze('End Emotion:');
@ -60,11 +60,11 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
// run antispoof, inherits face from blazeface
parent.analyze('Start AntiSpoof:');
if (parent.config.async) {
antispoofRes = parent.config.face.antispoof.enabled ? antispoof.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? antispoof.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = 'run:antispoof';
timeStamp = now();
antispoofRes = parent.config.face.antispoof.enabled ? await antispoof.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : {};
antispoofRes = parent.config.face.antispoof.enabled ? await antispoof.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : null;
parent.performance.antispoof = Math.trunc(now() - timeStamp);
}
parent.analyze('End AntiSpoof:');
@ -86,11 +86,11 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
// run emotion, inherits face from blazeface
parent.analyze('Start Description:');
if (parent.config.async) {
descRes = parent.config.face.description.enabled ? faceres.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? faceres.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : null;
} else {
parent.state = 'run:description';
timeStamp = now();
descRes = parent.config.face.description.enabled ? await faceres.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : [];
descRes = parent.config.face.description.enabled ? await faceres.predict(faces[i].tensor || tf.tensor([]), parent.config, i, faces.length) : null;
parent.performance.embedding = Math.trunc(now() - timeStamp);
}
parent.analyze('End Description:');
@ -124,10 +124,10 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
faceRes.push({
...faces[i],
id: i,
age: descRes.age,
gender: descRes.gender,
genderScore: descRes.genderScore,
embedding: descRes.descriptor,
age: descRes?.age,
gender: descRes?.gender,
genderScore: descRes?.genderScore,
embedding: descRes?.descriptor,
emotion: emotionRes,
real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

2
src/human.ts
View File

@ -135,7 +135,7 @@ export class Human {
* - canvas: draw processed canvas which is a processed copy of the input
* - all: meta-function that performs: canvas, face, body, hand
*/
draw: { canvas, face, body, hand, gesture, object, person, all, options: DrawOptions };
draw: { canvas: typeof draw.canvas, face: typeof draw.face, body: typeof draw.body, hand: typeof draw.hand, gesture: typeof draw.gesture, object: typeof draw.object, person: typeof draw.person, all: typeof draw.all, options: DrawOptions };
/** Currently loaded models
* @internal

8
src/util/draw.ts
View File

@ -37,6 +37,7 @@ export interface DrawOptions {
roundRect: number,
drawPoints: boolean,
drawLabels: boolean,
drawGestures: boolean,
drawBoxes: boolean,
drawPolygons: boolean,
drawGaze: boolean,
@ -58,6 +59,7 @@ export const options: DrawOptions = {
drawPoints: <boolean>false,
drawLabels: <boolean>true,
drawBoxes: <boolean>true,
drawGestures: <boolean>true,
drawPolygons: <boolean>true,
drawGaze: <boolean>true,
fillPolygons: <boolean>false,
@ -166,6 +168,7 @@ function arrow(ctx: CanvasRenderingContext2D, from: Point, to: Point, radius = 5
export async function gesture(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<GestureResult>, drawOptions?: Partial<DrawOptions>) {
const localOptions = mergeDeep(options, drawOptions);
if (!result || !inCanvas) return;
if (localOptions.drawGestures) {
const ctx = getCanvasContext(inCanvas);
ctx.font = localOptions.font;
ctx.fillStyle = localOptions.color;
@ -187,6 +190,7 @@ export async function gesture(inCanvas: HTMLCanvasElement | OffscreenCanvas, res
}
}
}
}
export async function face(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<FaceResult>, drawOptions?: Partial<DrawOptions>) {
const localOptions = mergeDeep(options, drawOptions);
@ -197,13 +201,14 @@ export async function face(inCanvas: HTMLCanvasElement | OffscreenCanvas, result
ctx.strokeStyle = localOptions.color;
ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes) rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
if (localOptions.drawLabels) {
// silly hack since fillText does not suport new line
const labels:string[] = [];
labels.push(`face: ${Math.trunc(100 * f.score)}%`);
if (f.genderScore) labels.push(`${f.gender || ''} ${Math.trunc(100 * f.genderScore)}%`);
if (f.age) labels.push(`age: ${f.age || ''}`);
if (f.iris) labels.push(`distance: ${f.iris}`);
if (f.real) labels.push(`Real: ${Math.trunc(100 * f.real)}%`);
if (f.real) labels.push(`real: ${Math.trunc(100 * f.real)}%`);
if (f.emotion && f.emotion.length > 0) {
const emotion = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
if (emotion.length > 3) emotion.length = 3;
@ -225,6 +230,7 @@ export async function face(inCanvas: HTMLCanvasElement | OffscreenCanvas, result
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels[i], x + 4, y + 15);
}
}
ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) {
if (localOptions.drawPoints) {

2755
test/build.log
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2
typedoc/assets/search.js
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39
typedoc/classes/Env.html Normal file
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32
typedoc/classes/Human.html
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42
typedoc/index.html
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2
typedoc/interfaces/DrawOptions.html
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24
types/src/human.d.ts vendored
View File

@ -1,9 +1,11 @@
/**
* Human main module
*/
import { Env } from './util/env';
import * as tf from '../dist/tfjs.esm.js';
import * as env from './util/env';
import * as draw from './util/draw';
import * as facemesh from './face/facemesh';
import * as image from './image/image';
import * as match from './face/match';
import * as models from './models';
import type { Result } from './result';
@ -88,7 +90,7 @@ export declare class Human {
*/
tf: TensorFlow;
/** Object containing environment information used for diagnostics */
env: env.Env;
env: Env;
/** Draw helper classes that can draw detected objects on canvas using specified draw
* - options: {@link DrawOptions} global settings for all draw operations, can be overriden for each draw method
* - face: draw detected faces
@ -98,14 +100,14 @@ export declare class Human {
* - all: meta-function that performs: canvas, face, body, hand
*/
draw: {
canvas: any;
face: any;
body: any;
hand: any;
gesture: any;
object: any;
person: any;
all: any;
canvas: typeof draw.canvas;
face: typeof draw.face;
body: typeof draw.body;
hand: typeof draw.hand;
gesture: typeof draw.gesture;
object: typeof draw.object;
person: typeof draw.person;
all: typeof draw.all;
options: DrawOptions;
};
/** Currently loaded models
@ -162,7 +164,7 @@ export declare class Human {
*/
image(input: Input, getTensor?: boolean): {
tensor: Tensor<import("@tensorflow/tfjs-core").Rank> | null;
canvas: HTMLCanvasElement | OffscreenCanvas | null;
canvas: image.AnyCanvas | null;
};
/** Segmentation method takes any input and returns processed canvas with body segmentation
* - Optional parameter background is used to fill the background with specific input

2
types/src/human.d.ts.map
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@ -1 +1 @@
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7
types/src/image/image.d.ts vendored
View File

@ -5,11 +5,12 @@ import type { Tensor } from '../tfjs/types';
import type { Config } from '../config';
import { env } from '../util/env';
export declare type Input = Tensor | ImageData | ImageBitmap | HTMLImageElement | HTMLMediaElement | HTMLVideoElement | HTMLCanvasElement | OffscreenCanvas | typeof Image | typeof env.Canvas;
export declare function canvas(width: any, height: any): HTMLCanvasElement | OffscreenCanvas;
export declare function copy(input: HTMLCanvasElement | OffscreenCanvas, output?: HTMLCanvasElement | OffscreenCanvas): HTMLCanvasElement | OffscreenCanvas;
export declare type AnyCanvas = HTMLCanvasElement | OffscreenCanvas;
export declare function canvas(width: any, height: any): AnyCanvas;
export declare function copy(input: AnyCanvas, output?: AnyCanvas): AnyCanvas;
export declare function process(input: Input, config: Config, getTensor?: boolean): {
tensor: Tensor | null;
canvas: OffscreenCanvas | HTMLCanvasElement | null;
canvas: AnyCanvas | null;
};
export declare function skip(config: any, input: Tensor): Promise<boolean>;
//# sourceMappingURL=image.d.ts.map

2
types/src/image/image.d.ts.map
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@ -1 +1 @@
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3
types/src/image/imagefx.d.ts vendored
View File

@ -8,7 +8,6 @@
* @property {function} add add specified filter to filter chain
* @property {function} apply execute filter chain and draw result
* @property {function} draw just draw input to result
* @param {HTMLCanvasElement | OffscreenCanvas} canvas use specific canvas for all webgl bindings
*/
export declare function GLImageFilter(params?: {}): void;
export declare function GLImageFilter(): void;
//# sourceMappingURL=imagefx.d.ts.map

2
types/src/image/imagefx.d.ts.map
View File

@ -1 +1 @@
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2
types/src/tfjs/backend.d.ts.map
View File

@ -1 +1 @@
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1
types/src/util/draw.d.ts vendored
View File

@ -33,6 +33,7 @@ export interface DrawOptions {
roundRect: number;
drawPoints: boolean;
drawLabels: boolean;
drawGestures: boolean;
drawBoxes: boolean;
drawPolygons: boolean;
drawGaze: boolean;

2
types/src/util/draw.d.ts.map
View File

@ -1 +1 @@
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31
types/src/util/env.d.ts vendored
View File

@ -1,20 +1,21 @@
export declare type Env = {
/** Env class that holds detected capabilities */
export declare class Env {
/** Running in Browser */
browser: undefined | boolean;
browser: boolean;
/** Running in NodeJS */
node: undefined | boolean;
node: boolean;
/** Running in WebWorker thread */
worker: undefined | boolean;
worker: boolean;
/** Detected platform */
platform: undefined | string;
platform: string;
/** Detected agent */
agent: undefined | string;
agent: string;
/** List of supported backends */
backends: string[];
/** Has any work been performed so far */
initial: boolean;
/** Are image filters supported? */
filter: undefined | boolean;
filter: boolean | undefined;
/** TFJS instance details */
tfjs: {
version: undefined | string;
@ -41,6 +42,11 @@ export declare type Env = {
backend: undefined | boolean;
adapter: undefined | string;
};
/** CPU info */
cpu: {
model: undefined | string;
flags: string[];
};
/** List of supported kernels for current backend */
kernels: string[];
/** MonkeyPatch for Canvas */
@ -49,10 +55,9 @@ export declare type Env = {
Image: undefined;
/** MonkeyPatch for ImageData */
ImageData: undefined;
};
export declare let env: Env;
export declare function cpuInfo(): Promise<void>;
export declare function backendInfo(): Promise<void>;
export declare function get(): Promise<void>;
export declare function set(obj: any): Promise<void>;
constructor();
updateBackend(): Promise<void>;
updateCPU(): Promise<void>;
}
export declare const env: Env;
//# sourceMappingURL=env.d.ts.map

2
types/src/util/env.d.ts.map
View File

@ -1 +1 @@
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