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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 ## 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 ### **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, drawBoxes: true,
drawGaze: true, drawGaze: true,
drawLabels: true, drawLabels: true,
drawGestures: true,
drawPolygons: true, drawPolygons: true,
drawPoints: false, drawPoints: false,
fillPolygons: false, fillPolygons: false,

125
dist/human.custom.esm.js vendored
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@ -80930,6 +80930,7 @@ var options2 = {
drawPoints: false, drawPoints: false,
drawLabels: true, drawLabels: true,
drawBoxes: true, drawBoxes: true,
drawGestures: true,
drawPolygons: true, drawPolygons: true,
drawGaze: true, drawGaze: true,
fillPolygons: false, fillPolygons: false,
@ -81034,24 +81035,26 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
const ctx = getCanvasContext(inCanvas2); if (localOptions.drawGestures) {
ctx.font = localOptions.font; const ctx = getCanvasContext(inCanvas2);
ctx.fillStyle = localOptions.color; ctx.font = localOptions.font;
let i = 1; ctx.fillStyle = localOptions.color;
for (let j = 0; j < result.length; j++) { let i = 1;
let where2 = []; for (let j = 0; j < result.length; j++) {
let what = []; let where2 = [];
[where2, what] = Object.entries(result[j]); let what = [];
if (what.length > 1 && what[1].length > 0) { [where2, what] = Object.entries(result[j]);
const who = where2[1] > 0 ? `#${where2[1]}` : ""; if (what.length > 1 && what[1].length > 0) {
const label = `${where2[0]} ${who}: ${what[1]}`; const who = where2[1] > 0 ? `#${where2[1]}` : "";
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const label = `${where2[0]} ${who}: ${what[1]}`;
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
} }
} }
@ -81067,40 +81070,42 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color; ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes) if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions); rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
const labels2 = []; if (localOptions.drawLabels) {
labels2.push(`face: ${Math.trunc(100 * f.score)}%`); const labels2 = [];
if (f.genderScore) labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`); if (f.genderScore)
if (f.age) labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`);
labels2.push(`age: ${f.age || ""}`); if (f.age)
if (f.iris) labels2.push(`age: ${f.age || ""}`);
labels2.push(`distance: ${f.iris}`); if (f.iris)
if (f.real) labels2.push(`distance: ${f.iris}`);
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`); if (f.real)
if (f.emotion && f.emotion.length > 0) { labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`); if (f.emotion && f.emotion.length > 0) {
if (emotion3.length > 3) const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
emotion3.length = 3; if (emotion3.length > 3)
labels2.push(emotion3.join(" ")); emotion3.length = 3;
} labels2.push(emotion3.join(" "));
if (f.rotation && f.rotation.angle && f.rotation.gaze) { }
if (f.rotation.angle.roll) if (f.rotation && f.rotation.angle && f.rotation.gaze) {
labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`); if (f.rotation.angle.roll)
if (f.rotation.gaze.bearing) labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`);
labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`); if (f.rotation.gaze.bearing)
} labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`);
if (labels2.length === 0) }
labels2.push("face"); if (labels2.length === 0)
ctx.fillStyle = localOptions.color; labels2.push("face");
for (let i = labels2.length - 1; i >= 0; i--) { ctx.fillStyle = localOptions.color;
const x = Math.max(f.box[0], 0); for (let i = labels2.length - 1; i >= 0; i--) {
const y = i * localOptions.lineHeight + f.box[1]; const x = Math.max(f.box[0], 0);
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const y = i * localOptions.lineHeight + f.box[1];
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(labels2[i], x + 5, y + 16); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(labels2[i], x + 5, y + 16);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.lineWidth = 1; ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) { if (f.mesh && f.mesh.length > 0) {
@ -81500,31 +81505,31 @@ var detectFace = async (parent, input2) => {
const rotation = calculateFaceAngle(faces[i], [input2.shape[2], input2.shape[1]]); const rotation = calculateFaceAngle(faces[i], [input2.shape[2], input2.shape[1]]);
parent.analyze("Start Emotion:"); parent.analyze("Start Emotion:");
if (parent.config.async) { 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 { } else {
parent.state = "run:emotion"; parent.state = "run:emotion";
timeStamp = now(); 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.performance.emotion = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Emotion:"); parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:"); parent.analyze("Start AntiSpoof:");
if (parent.config.async) { 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 { } else {
parent.state = "run:antispoof"; parent.state = "run:antispoof";
timeStamp = now(); 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.performance.antispoof = Math.trunc(now() - timeStamp);
} }
parent.analyze("End AntiSpoof:"); parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:"); parent.analyze("Start Description:");
if (parent.config.async) { 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 { } else {
parent.state = "run:description"; parent.state = "run:description";
timeStamp = now(); 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.performance.embedding = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Description:"); parent.analyze("End Description:");
@ -81544,10 +81549,10 @@ var detectFace = async (parent, input2) => {
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
age: descRes.age, age: descRes == null ? void 0 : descRes.age,
gender: descRes.gender, gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes.genderScore, genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes.descriptor, embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes, emotion: emotionRes,
real: antispoofRes, real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0, iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

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dist/human.esm-nobundle.js vendored
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@ -10878,6 +10878,7 @@ var options2 = {
drawPoints: false, drawPoints: false,
drawLabels: true, drawLabels: true,
drawBoxes: true, drawBoxes: true,
drawGestures: true,
drawPolygons: true, drawPolygons: true,
drawGaze: true, drawGaze: true,
fillPolygons: false, fillPolygons: false,
@ -10982,24 +10983,26 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
const ctx = getCanvasContext(inCanvas2); if (localOptions.drawGestures) {
ctx.font = localOptions.font; const ctx = getCanvasContext(inCanvas2);
ctx.fillStyle = localOptions.color; ctx.font = localOptions.font;
let i = 1; ctx.fillStyle = localOptions.color;
for (let j = 0; j < result.length; j++) { let i = 1;
let where = []; for (let j = 0; j < result.length; j++) {
let what = []; let where = [];
[where, what] = Object.entries(result[j]); let what = [];
if (what.length > 1 && what[1].length > 0) { [where, what] = Object.entries(result[j]);
const who = where[1] > 0 ? `#${where[1]}` : ""; if (what.length > 1 && what[1].length > 0) {
const label = `${where[0]} ${who}: ${what[1]}`; const who = where[1] > 0 ? `#${where[1]}` : "";
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const label = `${where[0]} ${who}: ${what[1]}`;
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
} }
} }
@ -11015,40 +11018,42 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color; ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes) if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions); rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
const labels2 = []; if (localOptions.drawLabels) {
labels2.push(`face: ${Math.trunc(100 * f.score)}%`); const labels2 = [];
if (f.genderScore) labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`); if (f.genderScore)
if (f.age) labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`);
labels2.push(`age: ${f.age || ""}`); if (f.age)
if (f.iris) labels2.push(`age: ${f.age || ""}`);
labels2.push(`distance: ${f.iris}`); if (f.iris)
if (f.real) labels2.push(`distance: ${f.iris}`);
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`); if (f.real)
if (f.emotion && f.emotion.length > 0) { labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`); if (f.emotion && f.emotion.length > 0) {
if (emotion3.length > 3) const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
emotion3.length = 3; if (emotion3.length > 3)
labels2.push(emotion3.join(" ")); emotion3.length = 3;
} labels2.push(emotion3.join(" "));
if (f.rotation && f.rotation.angle && f.rotation.gaze) { }
if (f.rotation.angle.roll) if (f.rotation && f.rotation.angle && f.rotation.gaze) {
labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`); if (f.rotation.angle.roll)
if (f.rotation.gaze.bearing) labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`);
labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`); if (f.rotation.gaze.bearing)
} labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`);
if (labels2.length === 0) }
labels2.push("face"); if (labels2.length === 0)
ctx.fillStyle = localOptions.color; labels2.push("face");
for (let i = labels2.length - 1; i >= 0; i--) { ctx.fillStyle = localOptions.color;
const x = Math.max(f.box[0], 0); for (let i = labels2.length - 1; i >= 0; i--) {
const y = i * localOptions.lineHeight + f.box[1]; const x = Math.max(f.box[0], 0);
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const y = i * localOptions.lineHeight + f.box[1];
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(labels2[i], x + 5, y + 16); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(labels2[i], x + 5, y + 16);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.lineWidth = 1; ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) { if (f.mesh && f.mesh.length > 0) {
@ -11448,31 +11453,31 @@ var detectFace = async (parent, input) => {
const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]); const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]);
parent.analyze("Start Emotion:"); parent.analyze("Start Emotion:");
if (parent.config.async) { 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 { } else {
parent.state = "run:emotion"; parent.state = "run:emotion";
timeStamp = now(); 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.performance.emotion = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Emotion:"); parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:"); parent.analyze("Start AntiSpoof:");
if (parent.config.async) { 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 { } else {
parent.state = "run:antispoof"; parent.state = "run:antispoof";
timeStamp = now(); 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.performance.antispoof = Math.trunc(now() - timeStamp);
} }
parent.analyze("End AntiSpoof:"); parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:"); parent.analyze("Start Description:");
if (parent.config.async) { 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 { } else {
parent.state = "run:description"; parent.state = "run:description";
timeStamp = now(); 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.performance.embedding = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Description:"); parent.analyze("End Description:");
@ -11492,10 +11497,10 @@ var detectFace = async (parent, input) => {
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
age: descRes.age, age: descRes == null ? void 0 : descRes.age,
gender: descRes.gender, gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes.genderScore, genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes.descriptor, embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes, emotion: emotionRes,
real: antispoofRes, real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0, iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

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@ -78360,6 +78360,7 @@ var options2 = {
drawPoints: false, drawPoints: false,
drawLabels: true, drawLabels: true,
drawBoxes: true, drawBoxes: true,
drawGestures: true,
drawPolygons: true, drawPolygons: true,
drawGaze: true, drawGaze: true,
fillPolygons: false, fillPolygons: false,
@ -78464,24 +78465,26 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
const ctx = getCanvasContext(inCanvas2); if (localOptions.drawGestures) {
ctx.font = localOptions.font; const ctx = getCanvasContext(inCanvas2);
ctx.fillStyle = localOptions.color; ctx.font = localOptions.font;
let i = 1; ctx.fillStyle = localOptions.color;
for (let j = 0; j < result.length; j++) { let i = 1;
let where2 = []; for (let j = 0; j < result.length; j++) {
let what = []; let where2 = [];
[where2, what] = Object.entries(result[j]); let what = [];
if (what.length > 1 && what[1].length > 0) { [where2, what] = Object.entries(result[j]);
const who = where2[1] > 0 ? `#${where2[1]}` : ""; if (what.length > 1 && what[1].length > 0) {
const label = `${where2[0]} ${who}: ${what[1]}`; const who = where2[1] > 0 ? `#${where2[1]}` : "";
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const label = `${where2[0]} ${who}: ${what[1]}`;
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
} }
} }
@ -78497,40 +78500,42 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color; ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes) if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions); rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
const labels2 = []; if (localOptions.drawLabels) {
labels2.push(`face: ${Math.trunc(100 * f.score)}%`); const labels2 = [];
if (f.genderScore) labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`); if (f.genderScore)
if (f.age) labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`);
labels2.push(`age: ${f.age || ""}`); if (f.age)
if (f.iris) labels2.push(`age: ${f.age || ""}`);
labels2.push(`distance: ${f.iris}`); if (f.iris)
if (f.real) labels2.push(`distance: ${f.iris}`);
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`); if (f.real)
if (f.emotion && f.emotion.length > 0) { labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`); if (f.emotion && f.emotion.length > 0) {
if (emotion3.length > 3) const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
emotion3.length = 3; if (emotion3.length > 3)
labels2.push(emotion3.join(" ")); emotion3.length = 3;
} labels2.push(emotion3.join(" "));
if (f.rotation && f.rotation.angle && f.rotation.gaze) { }
if (f.rotation.angle.roll) if (f.rotation && f.rotation.angle && f.rotation.gaze) {
labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`); if (f.rotation.angle.roll)
if (f.rotation.gaze.bearing) labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`);
labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`); if (f.rotation.gaze.bearing)
} labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`);
if (labels2.length === 0) }
labels2.push("face"); if (labels2.length === 0)
ctx.fillStyle = localOptions.color; labels2.push("face");
for (let i = labels2.length - 1; i >= 0; i--) { ctx.fillStyle = localOptions.color;
const x = Math.max(f.box[0], 0); for (let i = labels2.length - 1; i >= 0; i--) {
const y = i * localOptions.lineHeight + f.box[1]; const x = Math.max(f.box[0], 0);
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const y = i * localOptions.lineHeight + f.box[1];
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(labels2[i], x + 5, y + 16); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(labels2[i], x + 5, y + 16);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.lineWidth = 1; ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) { if (f.mesh && f.mesh.length > 0) {
@ -78930,31 +78935,31 @@ var detectFace = async (parent, input2) => {
const rotation = calculateFaceAngle(faces[i], [input2.shape[2], input2.shape[1]]); const rotation = calculateFaceAngle(faces[i], [input2.shape[2], input2.shape[1]]);
parent.analyze("Start Emotion:"); parent.analyze("Start Emotion:");
if (parent.config.async) { 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 { } else {
parent.state = "run:emotion"; parent.state = "run:emotion";
timeStamp = now(); 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.performance.emotion = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Emotion:"); parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:"); parent.analyze("Start AntiSpoof:");
if (parent.config.async) { 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 { } else {
parent.state = "run:antispoof"; parent.state = "run:antispoof";
timeStamp = now(); 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.performance.antispoof = Math.trunc(now() - timeStamp);
} }
parent.analyze("End AntiSpoof:"); parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:"); parent.analyze("Start Description:");
if (parent.config.async) { 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 { } else {
parent.state = "run:description"; parent.state = "run:description";
timeStamp = now(); 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.performance.embedding = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Description:"); parent.analyze("End Description:");
@ -78974,10 +78979,10 @@ var detectFace = async (parent, input2) => {
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
age: descRes.age, age: descRes == null ? void 0 : descRes.age,
gender: descRes.gender, gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes.genderScore, genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes.descriptor, embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes, emotion: emotionRes,
real: antispoofRes, real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0, 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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125
dist/human.node-gpu.js vendored
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@ -10937,6 +10937,7 @@ var options2 = {
drawPoints: false, drawPoints: false,
drawLabels: true, drawLabels: true,
drawBoxes: true, drawBoxes: true,
drawGestures: true,
drawPolygons: true, drawPolygons: true,
drawGaze: true, drawGaze: true,
fillPolygons: false, fillPolygons: false,
@ -11041,24 +11042,26 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
const ctx = getCanvasContext(inCanvas2); if (localOptions.drawGestures) {
ctx.font = localOptions.font; const ctx = getCanvasContext(inCanvas2);
ctx.fillStyle = localOptions.color; ctx.font = localOptions.font;
let i = 1; ctx.fillStyle = localOptions.color;
for (let j = 0; j < result.length; j++) { let i = 1;
let where = []; for (let j = 0; j < result.length; j++) {
let what = []; let where = [];
[where, what] = Object.entries(result[j]); let what = [];
if (what.length > 1 && what[1].length > 0) { [where, what] = Object.entries(result[j]);
const who = where[1] > 0 ? `#${where[1]}` : ""; if (what.length > 1 && what[1].length > 0) {
const label = `${where[0]} ${who}: ${what[1]}`; const who = where[1] > 0 ? `#${where[1]}` : "";
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const label = `${where[0]} ${who}: ${what[1]}`;
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
} }
} }
@ -11074,40 +11077,42 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color; ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes) if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions); rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
const labels2 = []; if (localOptions.drawLabels) {
labels2.push(`face: ${Math.trunc(100 * f.score)}%`); const labels2 = [];
if (f.genderScore) labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`); if (f.genderScore)
if (f.age) labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`);
labels2.push(`age: ${f.age || ""}`); if (f.age)
if (f.iris) labels2.push(`age: ${f.age || ""}`);
labels2.push(`distance: ${f.iris}`); if (f.iris)
if (f.real) labels2.push(`distance: ${f.iris}`);
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`); if (f.real)
if (f.emotion && f.emotion.length > 0) { labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`); if (f.emotion && f.emotion.length > 0) {
if (emotion3.length > 3) const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
emotion3.length = 3; if (emotion3.length > 3)
labels2.push(emotion3.join(" ")); emotion3.length = 3;
} labels2.push(emotion3.join(" "));
if (f.rotation && f.rotation.angle && f.rotation.gaze) { }
if (f.rotation.angle.roll) if (f.rotation && f.rotation.angle && f.rotation.gaze) {
labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`); if (f.rotation.angle.roll)
if (f.rotation.gaze.bearing) labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`);
labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`); if (f.rotation.gaze.bearing)
} labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`);
if (labels2.length === 0) }
labels2.push("face"); if (labels2.length === 0)
ctx.fillStyle = localOptions.color; labels2.push("face");
for (let i = labels2.length - 1; i >= 0; i--) { ctx.fillStyle = localOptions.color;
const x = Math.max(f.box[0], 0); for (let i = labels2.length - 1; i >= 0; i--) {
const y = i * localOptions.lineHeight + f.box[1]; const x = Math.max(f.box[0], 0);
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const y = i * localOptions.lineHeight + f.box[1];
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(labels2[i], x + 5, y + 16); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(labels2[i], x + 5, y + 16);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.lineWidth = 1; ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) { if (f.mesh && f.mesh.length > 0) {
@ -11510,31 +11515,31 @@ var detectFace = async (parent, input) => {
const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]); const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]);
parent.analyze("Start Emotion:"); parent.analyze("Start Emotion:");
if (parent.config.async) { 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 { } else {
parent.state = "run:emotion"; parent.state = "run:emotion";
timeStamp = now(); 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.performance.emotion = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Emotion:"); parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:"); parent.analyze("Start AntiSpoof:");
if (parent.config.async) { 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 { } else {
parent.state = "run:antispoof"; parent.state = "run:antispoof";
timeStamp = now(); 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.performance.antispoof = Math.trunc(now() - timeStamp);
} }
parent.analyze("End AntiSpoof:"); parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:"); parent.analyze("Start Description:");
if (parent.config.async) { 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 { } else {
parent.state = "run:description"; parent.state = "run:description";
timeStamp = now(); 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.performance.embedding = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Description:"); parent.analyze("End Description:");
@ -11554,10 +11559,10 @@ var detectFace = async (parent, input) => {
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
age: descRes.age, age: descRes == null ? void 0 : descRes.age,
gender: descRes.gender, gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes.genderScore, genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes.descriptor, embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes, emotion: emotionRes,
real: antispoofRes, real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0, iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

125
dist/human.node-wasm.js vendored
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@ -10938,6 +10938,7 @@ var options2 = {
drawPoints: false, drawPoints: false,
drawLabels: true, drawLabels: true,
drawBoxes: true, drawBoxes: true,
drawGestures: true,
drawPolygons: true, drawPolygons: true,
drawGaze: true, drawGaze: true,
fillPolygons: false, fillPolygons: false,
@ -11042,24 +11043,26 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
const ctx = getCanvasContext(inCanvas2); if (localOptions.drawGestures) {
ctx.font = localOptions.font; const ctx = getCanvasContext(inCanvas2);
ctx.fillStyle = localOptions.color; ctx.font = localOptions.font;
let i = 1; ctx.fillStyle = localOptions.color;
for (let j = 0; j < result.length; j++) { let i = 1;
let where = []; for (let j = 0; j < result.length; j++) {
let what = []; let where = [];
[where, what] = Object.entries(result[j]); let what = [];
if (what.length > 1 && what[1].length > 0) { [where, what] = Object.entries(result[j]);
const who = where[1] > 0 ? `#${where[1]}` : ""; if (what.length > 1 && what[1].length > 0) {
const label = `${where[0]} ${who}: ${what[1]}`; const who = where[1] > 0 ? `#${where[1]}` : "";
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const label = `${where[0]} ${who}: ${what[1]}`;
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
} }
} }
@ -11075,40 +11078,42 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color; ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes) if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions); rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
const labels2 = []; if (localOptions.drawLabels) {
labels2.push(`face: ${Math.trunc(100 * f.score)}%`); const labels2 = [];
if (f.genderScore) labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`); if (f.genderScore)
if (f.age) labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`);
labels2.push(`age: ${f.age || ""}`); if (f.age)
if (f.iris) labels2.push(`age: ${f.age || ""}`);
labels2.push(`distance: ${f.iris}`); if (f.iris)
if (f.real) labels2.push(`distance: ${f.iris}`);
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`); if (f.real)
if (f.emotion && f.emotion.length > 0) { labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`); if (f.emotion && f.emotion.length > 0) {
if (emotion3.length > 3) const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
emotion3.length = 3; if (emotion3.length > 3)
labels2.push(emotion3.join(" ")); emotion3.length = 3;
} labels2.push(emotion3.join(" "));
if (f.rotation && f.rotation.angle && f.rotation.gaze) { }
if (f.rotation.angle.roll) if (f.rotation && f.rotation.angle && f.rotation.gaze) {
labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`); if (f.rotation.angle.roll)
if (f.rotation.gaze.bearing) labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`);
labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`); if (f.rotation.gaze.bearing)
} labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`);
if (labels2.length === 0) }
labels2.push("face"); if (labels2.length === 0)
ctx.fillStyle = localOptions.color; labels2.push("face");
for (let i = labels2.length - 1; i >= 0; i--) { ctx.fillStyle = localOptions.color;
const x = Math.max(f.box[0], 0); for (let i = labels2.length - 1; i >= 0; i--) {
const y = i * localOptions.lineHeight + f.box[1]; const x = Math.max(f.box[0], 0);
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const y = i * localOptions.lineHeight + f.box[1];
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(labels2[i], x + 5, y + 16); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(labels2[i], x + 5, y + 16);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.lineWidth = 1; ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) { if (f.mesh && f.mesh.length > 0) {
@ -11511,31 +11516,31 @@ var detectFace = async (parent, input) => {
const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]); const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]);
parent.analyze("Start Emotion:"); parent.analyze("Start Emotion:");
if (parent.config.async) { 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 { } else {
parent.state = "run:emotion"; parent.state = "run:emotion";
timeStamp = now(); 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.performance.emotion = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Emotion:"); parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:"); parent.analyze("Start AntiSpoof:");
if (parent.config.async) { 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 { } else {
parent.state = "run:antispoof"; parent.state = "run:antispoof";
timeStamp = now(); 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.performance.antispoof = Math.trunc(now() - timeStamp);
} }
parent.analyze("End AntiSpoof:"); parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:"); parent.analyze("Start Description:");
if (parent.config.async) { 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 { } else {
parent.state = "run:description"; parent.state = "run:description";
timeStamp = now(); 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.performance.embedding = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Description:"); parent.analyze("End Description:");
@ -11555,10 +11560,10 @@ var detectFace = async (parent, input) => {
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
age: descRes.age, age: descRes == null ? void 0 : descRes.age,
gender: descRes.gender, gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes.genderScore, genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes.descriptor, embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes, emotion: emotionRes,
real: antispoofRes, real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0, iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

125
dist/human.node.js vendored
View File

@ -10937,6 +10937,7 @@ var options2 = {
drawPoints: false, drawPoints: false,
drawLabels: true, drawLabels: true,
drawBoxes: true, drawBoxes: true,
drawGestures: true,
drawPolygons: true, drawPolygons: true,
drawGaze: true, drawGaze: true,
fillPolygons: false, fillPolygons: false,
@ -11041,24 +11042,26 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
const ctx = getCanvasContext(inCanvas2); if (localOptions.drawGestures) {
ctx.font = localOptions.font; const ctx = getCanvasContext(inCanvas2);
ctx.fillStyle = localOptions.color; ctx.font = localOptions.font;
let i = 1; ctx.fillStyle = localOptions.color;
for (let j = 0; j < result.length; j++) { let i = 1;
let where = []; for (let j = 0; j < result.length; j++) {
let what = []; let where = [];
[where, what] = Object.entries(result[j]); let what = [];
if (what.length > 1 && what[1].length > 0) { [where, what] = Object.entries(result[j]);
const who = where[1] > 0 ? `#${where[1]}` : ""; if (what.length > 1 && what[1].length > 0) {
const label = `${where[0]} ${who}: ${what[1]}`; const who = where[1] > 0 ? `#${where[1]}` : "";
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const label = `${where[0]} ${who}: ${what[1]}`;
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(label, 8, 2 + i * localOptions.lineHeight);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + i * localOptions.lineHeight);
i += 1;
} }
} }
} }
@ -11074,40 +11077,42 @@ async function face(inCanvas2, result, drawOptions) {
ctx.fillStyle = localOptions.color; ctx.fillStyle = localOptions.color;
if (localOptions.drawBoxes) if (localOptions.drawBoxes)
rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions); rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
const labels2 = []; if (localOptions.drawLabels) {
labels2.push(`face: ${Math.trunc(100 * f.score)}%`); const labels2 = [];
if (f.genderScore) labels2.push(`face: ${Math.trunc(100 * f.score)}%`);
labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`); if (f.genderScore)
if (f.age) labels2.push(`${f.gender || ""} ${Math.trunc(100 * f.genderScore)}%`);
labels2.push(`age: ${f.age || ""}`); if (f.age)
if (f.iris) labels2.push(`age: ${f.age || ""}`);
labels2.push(`distance: ${f.iris}`); if (f.iris)
if (f.real) labels2.push(`distance: ${f.iris}`);
labels2.push(`Real: ${Math.trunc(100 * f.real)}%`); if (f.real)
if (f.emotion && f.emotion.length > 0) { labels2.push(`real: ${Math.trunc(100 * f.real)}%`);
const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`); if (f.emotion && f.emotion.length > 0) {
if (emotion3.length > 3) const emotion3 = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
emotion3.length = 3; if (emotion3.length > 3)
labels2.push(emotion3.join(" ")); emotion3.length = 3;
} labels2.push(emotion3.join(" "));
if (f.rotation && f.rotation.angle && f.rotation.gaze) { }
if (f.rotation.angle.roll) if (f.rotation && f.rotation.angle && f.rotation.gaze) {
labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`); if (f.rotation.angle.roll)
if (f.rotation.gaze.bearing) labels2.push(`roll: ${rad2deg(f.rotation.angle.roll)}\xB0 yaw:${rad2deg(f.rotation.angle.yaw)}\xB0 pitch:${rad2deg(f.rotation.angle.pitch)}\xB0`);
labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`); if (f.rotation.gaze.bearing)
} labels2.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}\xB0`);
if (labels2.length === 0) }
labels2.push("face"); if (labels2.length === 0)
ctx.fillStyle = localOptions.color; labels2.push("face");
for (let i = labels2.length - 1; i >= 0; i--) { ctx.fillStyle = localOptions.color;
const x = Math.max(f.box[0], 0); for (let i = labels2.length - 1; i >= 0; i--) {
const y = i * localOptions.lineHeight + f.box[1]; const x = Math.max(f.box[0], 0);
if (localOptions.shadowColor && localOptions.shadowColor !== "") { const y = i * localOptions.lineHeight + f.box[1];
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== "") {
ctx.fillText(labels2[i], x + 5, y + 16); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(labels2[i], x + 5, y + 16);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels2[i], x + 4, y + 15);
} }
ctx.lineWidth = 1; ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) { if (f.mesh && f.mesh.length > 0) {
@ -11510,31 +11515,31 @@ var detectFace = async (parent, input) => {
const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]); const rotation = calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]);
parent.analyze("Start Emotion:"); parent.analyze("Start Emotion:");
if (parent.config.async) { 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 { } else {
parent.state = "run:emotion"; parent.state = "run:emotion";
timeStamp = now(); 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.performance.emotion = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Emotion:"); parent.analyze("End Emotion:");
parent.analyze("Start AntiSpoof:"); parent.analyze("Start AntiSpoof:");
if (parent.config.async) { 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 { } else {
parent.state = "run:antispoof"; parent.state = "run:antispoof";
timeStamp = now(); 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.performance.antispoof = Math.trunc(now() - timeStamp);
} }
parent.analyze("End AntiSpoof:"); parent.analyze("End AntiSpoof:");
parent.analyze("Start Description:"); parent.analyze("Start Description:");
if (parent.config.async) { 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 { } else {
parent.state = "run:description"; parent.state = "run:description";
timeStamp = now(); 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.performance.embedding = Math.trunc(now() - timeStamp);
} }
parent.analyze("End Description:"); parent.analyze("End Description:");
@ -11554,10 +11559,10 @@ var detectFace = async (parent, input) => {
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
age: descRes.age, age: descRes == null ? void 0 : descRes.age,
gender: descRes.gender, gender: descRes == null ? void 0 : descRes.gender,
genderScore: descRes.genderScore, genderScore: descRes == null ? void 0 : descRes.genderScore,
embedding: descRes.descriptor, embedding: descRes == null ? void 0 : descRes.descriptor,
emotion: emotionRes, emotion: emotionRes,
real: antispoofRes, real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0, 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 // run emotion, inherits face from blazeface
parent.analyze('Start Emotion:'); parent.analyze('Start Emotion:');
if (parent.config.async) { 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 { } else {
parent.state = 'run:emotion'; parent.state = 'run:emotion';
timeStamp = now(); 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.performance.emotion = Math.trunc(now() - timeStamp);
} }
parent.analyze('End Emotion:'); parent.analyze('End Emotion:');
@ -60,11 +60,11 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
// run antispoof, inherits face from blazeface // run antispoof, inherits face from blazeface
parent.analyze('Start AntiSpoof:'); parent.analyze('Start AntiSpoof:');
if (parent.config.async) { 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 { } else {
parent.state = 'run:antispoof'; parent.state = 'run:antispoof';
timeStamp = now(); 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.performance.antispoof = Math.trunc(now() - timeStamp);
} }
parent.analyze('End AntiSpoof:'); parent.analyze('End AntiSpoof:');
@ -86,11 +86,11 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
// run emotion, inherits face from blazeface // run emotion, inherits face from blazeface
parent.analyze('Start Description:'); parent.analyze('Start Description:');
if (parent.config.async) { 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 { } else {
parent.state = 'run:description'; parent.state = 'run:description';
timeStamp = now(); 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.performance.embedding = Math.trunc(now() - timeStamp);
} }
parent.analyze('End Description:'); parent.analyze('End Description:');
@ -124,10 +124,10 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
faceRes.push({ faceRes.push({
...faces[i], ...faces[i],
id: i, id: i,
age: descRes.age, age: descRes?.age,
gender: descRes.gender, gender: descRes?.gender,
genderScore: descRes.genderScore, genderScore: descRes?.genderScore,
embedding: descRes.descriptor, embedding: descRes?.descriptor,
emotion: emotionRes, emotion: emotionRes,
real: antispoofRes, real: antispoofRes,
iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0, iris: irisSize !== 0 ? Math.trunc(500 / irisSize / 11.7) / 100 : 0,

2
src/human.ts
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@ -135,7 +135,7 @@ export class Human {
* - canvas: draw processed canvas which is a processed copy of the input * - canvas: draw processed canvas which is a processed copy of the input
* - all: meta-function that performs: canvas, face, body, hand * - 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 /** Currently loaded models
* @internal * @internal

92
src/util/draw.ts
View File

@ -37,6 +37,7 @@ export interface DrawOptions {
roundRect: number, roundRect: number,
drawPoints: boolean, drawPoints: boolean,
drawLabels: boolean, drawLabels: boolean,
drawGestures: boolean,
drawBoxes: boolean, drawBoxes: boolean,
drawPolygons: boolean, drawPolygons: boolean,
drawGaze: boolean, drawGaze: boolean,
@ -58,6 +59,7 @@ export const options: DrawOptions = {
drawPoints: <boolean>false, drawPoints: <boolean>false,
drawLabels: <boolean>true, drawLabels: <boolean>true,
drawBoxes: <boolean>true, drawBoxes: <boolean>true,
drawGestures: <boolean>true,
drawPolygons: <boolean>true, drawPolygons: <boolean>true,
drawGaze: <boolean>true, drawGaze: <boolean>true,
fillPolygons: <boolean>false, fillPolygons: <boolean>false,
@ -166,24 +168,26 @@ function arrow(ctx: CanvasRenderingContext2D, from: Point, to: Point, radius = 5
export async function gesture(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<GestureResult>, drawOptions?: Partial<DrawOptions>) { export async function gesture(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<GestureResult>, drawOptions?: Partial<DrawOptions>) {
const localOptions = mergeDeep(options, drawOptions); const localOptions = mergeDeep(options, drawOptions);
if (!result || !inCanvas) return; if (!result || !inCanvas) return;
const ctx = getCanvasContext(inCanvas); if (localOptions.drawGestures) {
ctx.font = localOptions.font; const ctx = getCanvasContext(inCanvas);
ctx.fillStyle = localOptions.color; ctx.font = localOptions.font;
let i = 1; ctx.fillStyle = localOptions.color;
for (let j = 0; j < result.length; j++) { let i = 1;
let where: unknown[] = []; // what&where is a record for (let j = 0; j < result.length; j++) {
let what: unknown[] = []; // what&where is a record let where: unknown[] = []; // what&where is a record
[where, what] = Object.entries(result[j]); let what: unknown[] = []; // what&where is a record
if ((what.length > 1) && ((what[1] as string).length > 0)) { [where, what] = Object.entries(result[j]);
const who = where[1] as number > 0 ? `#${where[1]}` : ''; if ((what.length > 1) && ((what[1] as string).length > 0)) {
const label = `${where[0]} ${who}: ${what[1]}`; const who = where[1] as number > 0 ? `#${where[1]}` : '';
if (localOptions.shadowColor && localOptions.shadowColor !== '') { const label = `${where[0]} ${who}: ${what[1]}`;
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== '') {
ctx.fillText(label, 8, 2 + (i * localOptions.lineHeight)); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(label, 8, 2 + (i * localOptions.lineHeight));
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + (i * localOptions.lineHeight));
i += 1;
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(label, 6, 0 + (i * localOptions.lineHeight));
i += 1;
} }
} }
} }
@ -197,33 +201,35 @@ export async function face(inCanvas: HTMLCanvasElement | OffscreenCanvas, result
ctx.strokeStyle = localOptions.color; ctx.strokeStyle = localOptions.color;
ctx.fillStyle = 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.drawBoxes) rect(ctx, f.box[0], f.box[1], f.box[2], f.box[3], localOptions);
// silly hack since fillText does not suport new line if (localOptions.drawLabels) {
const labels:string[] = []; // silly hack since fillText does not suport new line
labels.push(`face: ${Math.trunc(100 * f.score)}%`); const labels:string[] = [];
if (f.genderScore) labels.push(`${f.gender || ''} ${Math.trunc(100 * f.genderScore)}%`); labels.push(`face: ${Math.trunc(100 * f.score)}%`);
if (f.age) labels.push(`age: ${f.age || ''}`); if (f.genderScore) labels.push(`${f.gender || ''} ${Math.trunc(100 * f.genderScore)}%`);
if (f.iris) labels.push(`distance: ${f.iris}`); if (f.age) labels.push(`age: ${f.age || ''}`);
if (f.real) labels.push(`Real: ${Math.trunc(100 * f.real)}%`); if (f.iris) labels.push(`distance: ${f.iris}`);
if (f.emotion && f.emotion.length > 0) { if (f.real) labels.push(`real: ${Math.trunc(100 * f.real)}%`);
const emotion = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`); if (f.emotion && f.emotion.length > 0) {
if (emotion.length > 3) emotion.length = 3; const emotion = f.emotion.map((a) => `${Math.trunc(100 * a.score)}% ${a.emotion}`);
labels.push(emotion.join(' ')); if (emotion.length > 3) emotion.length = 3;
} labels.push(emotion.join(' '));
if (f.rotation && f.rotation.angle && f.rotation.gaze) { }
if (f.rotation.angle.roll) labels.push(`roll: ${rad2deg(f.rotation.angle.roll)}° yaw:${rad2deg(f.rotation.angle.yaw)}° pitch:${rad2deg(f.rotation.angle.pitch)}°`); if (f.rotation && f.rotation.angle && f.rotation.gaze) {
if (f.rotation.gaze.bearing) labels.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}°`); if (f.rotation.angle.roll) labels.push(`roll: ${rad2deg(f.rotation.angle.roll)}° yaw:${rad2deg(f.rotation.angle.yaw)}° pitch:${rad2deg(f.rotation.angle.pitch)}°`);
} if (f.rotation.gaze.bearing) labels.push(`gaze: ${rad2deg(f.rotation.gaze.bearing)}°`);
if (labels.length === 0) labels.push('face'); }
ctx.fillStyle = localOptions.color; if (labels.length === 0) labels.push('face');
for (let i = labels.length - 1; i >= 0; i--) { ctx.fillStyle = localOptions.color;
const x = Math.max(f.box[0], 0); for (let i = labels.length - 1; i >= 0; i--) {
const y = i * localOptions.lineHeight + f.box[1]; const x = Math.max(f.box[0], 0);
if (localOptions.shadowColor && localOptions.shadowColor !== '') { const y = i * localOptions.lineHeight + f.box[1];
ctx.fillStyle = localOptions.shadowColor; if (localOptions.shadowColor && localOptions.shadowColor !== '') {
ctx.fillText(labels[i], x + 5, y + 16); ctx.fillStyle = localOptions.shadowColor;
ctx.fillText(labels[i], x + 5, y + 16);
}
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels[i], x + 4, y + 15);
} }
ctx.fillStyle = localOptions.labelColor;
ctx.fillText(labels[i], x + 4, y + 15);
} }
ctx.lineWidth = 1; ctx.lineWidth = 1;
if (f.mesh && f.mesh.length > 0) { if (f.mesh && f.mesh.length > 0) {

2755
test/build.log
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typedoc/assets/search.js
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typedoc/classes/Env.html Normal file
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typedoc/classes/Human.html
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typedoc/index.html
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typedoc/interfaces/DrawOptions.html
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24
types/src/human.d.ts vendored
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@ -1,9 +1,11 @@
/** /**
* Human main module * Human main module
*/ */
import { Env } from './util/env';
import * as tf from '../dist/tfjs.esm.js'; 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 facemesh from './face/facemesh';
import * as image from './image/image';
import * as match from './face/match'; import * as match from './face/match';
import * as models from './models'; import * as models from './models';
import type { Result } from './result'; import type { Result } from './result';
@ -88,7 +90,7 @@ export declare class Human {
*/ */
tf: TensorFlow; tf: TensorFlow;
/** Object containing environment information used for diagnostics */ /** 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 /** 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 * - options: {@link DrawOptions} global settings for all draw operations, can be overriden for each draw method
* - face: draw detected faces * - face: draw detected faces
@ -98,14 +100,14 @@ export declare class Human {
* - all: meta-function that performs: canvas, face, body, hand * - all: meta-function that performs: canvas, face, body, hand
*/ */
draw: { draw: {
canvas: any; canvas: typeof draw.canvas;
face: any; face: typeof draw.face;
body: any; body: typeof draw.body;
hand: any; hand: typeof draw.hand;
gesture: any; gesture: typeof draw.gesture;
object: any; object: typeof draw.object;
person: any; person: typeof draw.person;
all: any; all: typeof draw.all;
options: DrawOptions; options: DrawOptions;
}; };
/** Currently loaded models /** Currently loaded models
@ -162,7 +164,7 @@ export declare class Human {
*/ */
image(input: Input, getTensor?: boolean): { image(input: Input, getTensor?: boolean): {
tensor: Tensor<import("@tensorflow/tfjs-core").Rank> | null; 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 /** Segmentation method takes any input and returns processed canvas with body segmentation
* - Optional parameter background is used to fill the background with specific input * - 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
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@ -5,11 +5,12 @@ import type { Tensor } from '../tfjs/types';
import type { Config } from '../config'; import type { Config } from '../config';
import { env } from '../util/env'; import { env } from '../util/env';
export declare type Input = Tensor | ImageData | ImageBitmap | HTMLImageElement | HTMLMediaElement | HTMLVideoElement | HTMLCanvasElement | OffscreenCanvas | typeof Image | typeof env.Canvas; 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 type AnyCanvas = HTMLCanvasElement | OffscreenCanvas;
export declare function copy(input: HTMLCanvasElement | OffscreenCanvas, output?: HTMLCanvasElement | OffscreenCanvas): 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): { export declare function process(input: Input, config: Config, getTensor?: boolean): {
tensor: Tensor | null; tensor: Tensor | null;
canvas: OffscreenCanvas | HTMLCanvasElement | null; canvas: AnyCanvas | null;
}; };
export declare function skip(config: any, input: Tensor): Promise<boolean>; export declare function skip(config: any, input: Tensor): Promise<boolean>;
//# sourceMappingURL=image.d.ts.map //# 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
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@ -8,7 +8,6 @@
* @property {function} add add specified filter to filter chain * @property {function} add add specified filter to filter chain
* @property {function} apply execute filter chain and draw result * @property {function} apply execute filter chain and draw result
* @property {function} draw just draw input to 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 //# sourceMappingURL=imagefx.d.ts.map

2
types/src/image/imagefx.d.ts.map
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@ -1 +1 @@
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2
types/src/tfjs/backend.d.ts.map
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@ -1 +1 @@
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1
types/src/util/draw.d.ts vendored
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@ -33,6 +33,7 @@ export interface DrawOptions {
roundRect: number; roundRect: number;
drawPoints: boolean; drawPoints: boolean;
drawLabels: boolean; drawLabels: boolean;
drawGestures: boolean;
drawBoxes: boolean; drawBoxes: boolean;
drawPolygons: boolean; drawPolygons: boolean;
drawGaze: boolean; drawGaze: boolean;

2
types/src/util/draw.d.ts.map
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@ -1 +1 @@
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31
types/src/util/env.d.ts vendored
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@ -1,20 +1,21 @@
export declare type Env = { /** Env class that holds detected capabilities */
export declare class Env {
/** Running in Browser */ /** Running in Browser */
browser: undefined | boolean; browser: boolean;
/** Running in NodeJS */ /** Running in NodeJS */
node: undefined | boolean; node: boolean;
/** Running in WebWorker thread */ /** Running in WebWorker thread */
worker: undefined | boolean; worker: boolean;
/** Detected platform */ /** Detected platform */
platform: undefined | string; platform: string;
/** Detected agent */ /** Detected agent */
agent: undefined | string; agent: string;
/** List of supported backends */ /** List of supported backends */
backends: string[]; backends: string[];
/** Has any work been performed so far */ /** Has any work been performed so far */
initial: boolean; initial: boolean;
/** Are image filters supported? */ /** Are image filters supported? */
filter: undefined | boolean; filter: boolean | undefined;
/** TFJS instance details */ /** TFJS instance details */
tfjs: { tfjs: {
version: undefined | string; version: undefined | string;
@ -41,6 +42,11 @@ export declare type Env = {
backend: undefined | boolean; backend: undefined | boolean;
adapter: undefined | string; adapter: undefined | string;
}; };
/** CPU info */
cpu: {
model: undefined | string;
flags: string[];
};
/** List of supported kernels for current backend */ /** List of supported kernels for current backend */
kernels: string[]; kernels: string[];
/** MonkeyPatch for Canvas */ /** MonkeyPatch for Canvas */
@ -49,10 +55,9 @@ export declare type Env = {
Image: undefined; Image: undefined;
/** MonkeyPatch for ImageData */ /** MonkeyPatch for ImageData */
ImageData: undefined; ImageData: undefined;
}; constructor();
export declare let env: Env; updateBackend(): Promise<void>;
export declare function cpuInfo(): Promise<void>; updateCPU(): Promise<void>;
export declare function backendInfo(): Promise<void>; }
export declare function get(): Promise<void>; export declare const env: Env;
export declare function set(obj: any): Promise<void>;
//# sourceMappingURL=env.d.ts.map //# sourceMappingURL=env.d.ts.map

2
types/src/util/env.d.ts.map
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@ -1 +1 @@
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