mirror of https://github.com/vladmandic/human
added rawBox and rawMesh
Vladimir Mandic
parent
ad3dd30fa0
commit
71679812ba
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@ -88,6 +88,7 @@ export default {
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enabled: true,
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modelPath: '../models/facemesh.json',
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inputSize: 192, // fixed value
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returnRawData: false, // in addition to standard mesh and box values, return raw normalized values as well
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},
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iris: {
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{
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"dist/human.esm.js": {
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"imports": []
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},
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"demo/draw.js": {
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@ -38,14 +38,14 @@
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"dist/demo-browser-index.js": {
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"exports": [],
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"inputs": {
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"dist/human.esm.js": {
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"demo/draw.js": {
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"imports": []
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},
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"dist/tfjs.esm.js": {
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},
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"src/tfjs/backend.js": {
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@ -44,7 +44,7 @@
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"imports": []
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},
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"src/face/facepipeline.js": {
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"path": "dist/tfjs.esm.js"
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]
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},
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"src/face/facemesh.js": {
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"imports": [
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{
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"path": "src/log.js"
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},
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"config.js": {
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},
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"src/sample.js": {
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"imports": []
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},
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"src/human.js": {
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"path": "src/log.js"
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"src/profile.js": {
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"src/human.js": {
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"bytesInOutput": 11039
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},
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"src/hand/box.js": {
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"src/face/facemesh.js": {
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"imports": [
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"path": "src/log.js"
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"src/human.js": {
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"path": "src/log.js"
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|
||||
"integrity": "sha512-DuRs1gKbBqsMKIZlrffwlug8MHkcnpjs5VPmL1PAh+mA30U0DTotfDZ0d2UUsXpPmPmMMJ6W773MaA3J+lbiWA==",
|
||||
"dev": true,
|
||||
"requires": {
|
||||
"ansi-regex": "^4.1.0"
|
||||
}
|
||||
}
|
||||
"ajv": "^6.12.4",
|
||||
"lodash": "^4.17.20",
|
||||
"slice-ansi": "^4.0.0",
|
||||
"string-width": "^4.2.0"
|
||||
}
|
||||
},
|
||||
"tar": {
|
||||
|
|
|
|||
|
|
@ -35,8 +35,8 @@
|
|||
"@vladmandic/pilogger": "^0.2.10",
|
||||
"chokidar": "^3.4.3",
|
||||
"dayjs": "^1.9.7",
|
||||
"esbuild": "^0.8.23",
|
||||
"eslint": "^7.15.0",
|
||||
"esbuild": "^0.8.26",
|
||||
"eslint": "^7.16.0",
|
||||
"eslint-config-airbnb-base": "^14.2.1",
|
||||
"eslint-plugin-import": "^2.22.1",
|
||||
"eslint-plugin-json": "^2.1.2",
|
||||
|
|
|
|||
|
|
@ -16,7 +16,6 @@ class MediaPipeFaceMesh {
|
|||
for (const prediction of (predictions || [])) {
|
||||
if (prediction.isDisposedInternal) continue; // guard against disposed tensors on long running operations such as pause in middle of processing
|
||||
const mesh = prediction.coords ? prediction.coords.arraySync() : null;
|
||||
// AT: mesh_raw
|
||||
const meshRaw = prediction.rawCoords;
|
||||
const annotations = {};
|
||||
if (mesh && mesh.length > 0) {
|
||||
|
|
@ -26,7 +25,6 @@ class MediaPipeFaceMesh {
|
|||
}
|
||||
}
|
||||
}
|
||||
// AT: raw version of box, the same as the TFJS Facemesh output version (.boundingBox)
|
||||
const boxRaw = (config.face.mesh.returnRawData && prediction.box) ? { topLeft: prediction.box.startPoint, bottomRight: prediction.box.endPoint } : null;
|
||||
|
||||
const box = prediction.box ? [
|
||||
|
|
@ -40,7 +38,6 @@ class MediaPipeFaceMesh {
|
|||
confidence: prediction.confidence || 0,
|
||||
box,
|
||||
mesh,
|
||||
// AT: boxRaw, meshRaw
|
||||
boxRaw,
|
||||
meshRaw,
|
||||
annotations,
|
||||
|
|
|
|||
|
|
@ -157,13 +157,10 @@ class Pipeline {
|
|||
for (let i = 0; i < this.storedBoxes.length; i++) {
|
||||
const scaledBox = bounding.scaleBoxCoordinates({ startPoint: this.storedBoxes[i].startPoint, endPoint: this.storedBoxes[i].endPoint }, detector.scaleFactor);
|
||||
const enlargedBox = bounding.enlargeBox(scaledBox);
|
||||
// AT: preserve aspect ratio, pulled from Facemesh upstream (https://github.com/tensorflow/tfjs-models/commit/85e6e487cc4bd21f0707a509e5024484a0798aa0)
|
||||
const squarifiedBox = bounding.squarifyBox(enlargedBox);
|
||||
const landmarks = this.storedBoxes[i].landmarks.arraySync();
|
||||
const confidence = this.storedBoxes[i].confidence;
|
||||
// AT: preserve aspect ratio, pulled from Facemesh upstream
|
||||
this.storedBoxes[i] = { ...squarifiedBox, confidence, landmarks };
|
||||
// this.storedBoxes[i] = { ...enlargedBox, confidence, landmarks };
|
||||
}
|
||||
this.runsWithoutFaceDetector = 0;
|
||||
}
|
||||
|
|
@ -239,7 +236,6 @@ class Pipeline {
|
|||
|
||||
const transformedCoordsData = this.transformRawCoords(rawCoords, box, angle, rotationMatrix);
|
||||
const landmarksBox = bounding.enlargeBox(this.calculateLandmarksBoundingBox(transformedCoordsData));
|
||||
// AT: preserve aspect ratio, pulled from Facemesh upstream
|
||||
const squarifiedLandmarksBox = bounding.squarifyBox(landmarksBox);
|
||||
const transformedCoords = tf.tensor2d(transformedCoordsData);
|
||||
const prediction = {
|
||||
|
|
@ -249,11 +245,8 @@ class Pipeline {
|
|||
confidence: box.confidence,
|
||||
image: face,
|
||||
};
|
||||
// AT: rawCoords
|
||||
if (config.face.mesh.returnRawData) prediction.rawCoords = rawCoords;
|
||||
// AT: preserve aspect ratio, pulled from Facemesh upstream
|
||||
this.storedBoxes[i] = { ...squarifiedLandmarksBox, landmarks: transformedCoords.arraySync(), confidence: box.confidence, faceConfidence: confidenceVal };
|
||||
// this.storedBoxes[i] = { ...landmarksBox, landmarks: transformedCoords.arraySync(), confidence: box.confidence, faceConfidence: confidenceVal };
|
||||
|
||||
return prediction;
|
||||
}));
|
||||
|
|
|
|||
2
wiki
2
wiki
|
|
@ -1 +1 @@
|
|||
Subproject commit 70b1aadc1b00fe59c454bc73baf413289961f28b
|
||||
Subproject commit 89996eaa377e4e1c2dc292f540235485272d53bf
|
||||
Loading…
Reference in New Issue