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face-api.js
Commit 6ae572a0 authored by vincent's avatar vincent
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build/commonjs/mtcnn/Mtcnn.js
View file @ 6ae572a0
......@@ -39,7 +39,7 @@ var Mtcnn = /** @class */ (function (_super) {
stats = {};
tsTotal = Date.now();
imgTensor = tf.tidy(function () {
return bgrToRgbTensor_1.bgrToRgbTensor(tf.expandDims(tf.fromPixels(inputCanvas)).toFloat());
return bgrToRgbTensor_1.bgrToRgbTensor(tf.expandDims(tf.browser.fromPixels(inputCanvas)).toFloat());
});
onReturn = function (results) {
// dispose tensors on return
......
build/commonjs/mtcnn/Mtcnn.js.map
View file @ 6ae572a0
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\ No newline at end of file
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\ No newline at end of file
build/commonjs/mtcnn/stage1.js
View file @ 6ae572a0
......@@ -18,17 +18,19 @@ function rescaleAndNormalize(x, scale) {
function extractBoundingBoxes(scoresTensor, regionsTensor, scale, scoreThreshold) {
// TODO: fix this!, maybe better to use tf.gather here
var indices = [];
var scoresData = scoresTensor.arraySync();
for (var y = 0; y < scoresTensor.shape[0]; y++) {
for (var x = 0; x < scoresTensor.shape[1]; x++) {
if (scoresTensor.get(y, x) >= scoreThreshold) {
if (scoresData[y][x] >= scoreThreshold) {
indices.push(new tfjs_image_recognition_base_1.Point(x, y));
}
}
}
var boundingBoxes = indices.map(function (idx) {
var cell = new tfjs_image_recognition_base_1.BoundingBox(Math.round((idx.y * config_1.CELL_STRIDE + 1) / scale), Math.round((idx.x * config_1.CELL_STRIDE + 1) / scale), Math.round((idx.y * config_1.CELL_STRIDE + config_1.CELL_SIZE) / scale), Math.round((idx.x * config_1.CELL_STRIDE + config_1.CELL_SIZE) / scale));
var score = scoresTensor.get(idx.y, idx.x);
var region = new MtcnnBox_1.MtcnnBox(regionsTensor.get(idx.y, idx.x, 0), regionsTensor.get(idx.y, idx.x, 1), regionsTensor.get(idx.y, idx.x, 2), regionsTensor.get(idx.y, idx.x, 3));
var score = scoresData[idx.y][idx.x];
var regionsData = regionsTensor.arraySync();
var region = new MtcnnBox_1.MtcnnBox(regionsData[idx.y][idx.x][0], regionsData[idx.y][idx.x][1], regionsData[idx.y][idx.x][2], regionsData[idx.y][idx.x][3]);
return {
cell: cell,
score: score,
......
build/commonjs/mtcnn/stage1.js.map
View file @ 6ae572a0
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build/commonjs/mtcnn/stage2.js
View file @ 6ae572a0
......@@ -48,7 +48,8 @@ function stage2(img, inputBoxes, scoreThreshold, params, stats) {
indicesNms = tfjs_image_recognition_base_1.nonMaxSuppression(filteredBoxes, filteredScores, 0.7);
stats.stage2_nms = Date.now() - ts;
regions_1 = indicesNms.map(function (idx) {
return new MtcnnBox_1.MtcnnBox(rnetOuts[indices[idx]].regions.get(0, 0), rnetOuts[indices[idx]].regions.get(0, 1), rnetOuts[indices[idx]].regions.get(0, 2), rnetOuts[indices[idx]].regions.get(0, 3));
var regionsData = rnetOuts[indices[idx]].regions.arraySync();
return new MtcnnBox_1.MtcnnBox(regionsData[0][0], regionsData[0][1], regionsData[0][2], regionsData[0][3]);
});
finalScores = indicesNms.map(function (idx) { return filteredScores[idx]; });
finalBoxes = indicesNms.map(function (idx, i) { return filteredBoxes[idx].calibrate(regions_1[i]); });
......
build/commonjs/mtcnn/stage2.js.map
View file @ 6ae572a0
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build/commonjs/mtcnn/stage3.js
View file @ 6ae572a0
......@@ -39,7 +39,10 @@ function stage3(img, inputBoxes, scoreThreshold, params, stats) {
var idx = _a.idx;
return idx;
});
filteredRegions = indices.map(function (idx) { return new MtcnnBox_1.MtcnnBox(onetOuts[idx].regions.get(0, 0), onetOuts[idx].regions.get(0, 1), onetOuts[idx].regions.get(0, 2), onetOuts[idx].regions.get(0, 3)); });
filteredRegions = indices.map(function (idx) {
var regionsData = onetOuts[idx].regions.arraySync();
return new MtcnnBox_1.MtcnnBox(regionsData[0][0], regionsData[0][1], regionsData[0][2], regionsData[0][3]);
});
filteredBoxes = indices
.map(function (idx, i) { return inputBoxes[idx].calibrate(filteredRegions[i]); });
filteredScores = indices.map(function (idx) { return scores[idx]; });
......@@ -54,7 +57,8 @@ function stage3(img, inputBoxes, scoreThreshold, params, stats) {
finalScores = indicesNms.map(function (idx) { return filteredScores[idx]; });
points = indicesNms.map(function (idx, i) {
return Array(5).fill(0).map(function (_, ptIdx) {
return new tfjs_image_recognition_base_1.Point(((onetOuts[idx].points.get(0, ptIdx) * (finalBoxes[i].width + 1)) + finalBoxes[i].left), ((onetOuts[idx].points.get(0, ptIdx + 5) * (finalBoxes[i].height + 1)) + finalBoxes[i].top));
var pointsData = onetOuts[idx].points.arraySync();
return new tfjs_image_recognition_base_1.Point(((pointsData[0][ptIdx] * (finalBoxes[i].width + 1)) + finalBoxes[i].left), ((pointsData[0][ptIdx + 5] * (finalBoxes[i].height + 1)) + finalBoxes[i].top));
});
});
}
......
build/commonjs/mtcnn/stage3.js.map
View file @ 6ae572a0
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\ No newline at end of file
build/commonjs/ssdMobilenetv1/SsdMobilenetv1.js
View file @ 6ae572a0
......@@ -45,7 +45,7 @@ var SsdMobilenetv1 = /** @class */ (function (_super) {
SsdMobilenetv1.prototype.locateFaces = function (input, options) {
if (options === void 0) { options = {}; }
return tslib_1.__awaiter(this, void 0, void 0, function () {
var _a, maxResults, minConfidence, netInput, _b, _boxes, _scores, boxes, scores, i, scoresData, _c, _d, iouThreshold, indices, reshapedDims, inputSize, padX, padY, results;
var _a, maxResults, minConfidence, netInput, _b, _boxes, _scores, boxes, scores, i, scoresData, _c, _d, iouThreshold, indices, reshapedDims, inputSize, padX, padY, boxesData, results;
return tslib_1.__generator(this, function (_e) {
switch (_e.label) {
case 0:
......@@ -70,15 +70,16 @@ var SsdMobilenetv1 = /** @class */ (function (_super) {
inputSize = netInput.inputSize;
padX = inputSize / reshapedDims.width;
padY = inputSize / reshapedDims.height;
boxesData = boxes.arraySync();
results = indices
.map(function (idx) {
var _a = [
Math.max(0, boxes.get(idx, 0)),
Math.min(1.0, boxes.get(idx, 2))
Math.max(0, boxesData[idx][0]),
Math.min(1.0, boxesData[idx][2])
].map(function (val) { return val * padY; }), top = _a[0], bottom = _a[1];
var _b = [
Math.max(0, boxes.get(idx, 1)),
Math.min(1.0, boxes.get(idx, 3))
Math.max(0, boxesData[idx][1]),
Math.min(1.0, boxesData[idx][3])
].map(function (val) { return val * padX; }), left = _b[0], right = _b[1];
return new FaceDetection_1.FaceDetection(scoresData[idx], new tfjs_image_recognition_base_1.Rect(left, top, right - left, bottom - top), {
height: netInput.getInputHeight(0),
......
build/commonjs/ssdMobilenetv1/SsdMobilenetv1.js.map
View file @ 6ae572a0
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\ No newline at end of file
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\ No newline at end of file
build/commonjs/ssdMobilenetv1/mobileNetV1.js
View file @ 6ae572a0
......@@ -6,7 +6,7 @@ var epsilon = 0.0010000000474974513;
function depthwiseConvLayer(x, params, strides) {
return tf.tidy(function () {
var out = tf.depthwiseConv2d(x, params.filters, strides, 'same');
out = tf.batchNormalization(out, params.batch_norm_mean, params.batch_norm_variance, epsilon, params.batch_norm_scale, params.batch_norm_offset);
out = tf.batchNorm(out, params.batch_norm_mean, params.batch_norm_variance, params.batch_norm_offset, params.batch_norm_scale, epsilon);
return tf.clipByValue(out, 0, 6);
});
}
......
build/commonjs/ssdMobilenetv1/mobileNetV1.js.map
View file @ 6ae572a0
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\ No newline at end of file
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\ No newline at end of file
build/commonjs/ssdMobilenetv1/nonMaxSuppression.js
View file @ 6ae572a0
......@@ -32,14 +32,15 @@ function nonMaxSuppression(boxes, scores, maxOutputSize, iouThreshold, scoreThre
}
exports.nonMaxSuppression = nonMaxSuppression;
function IOU(boxes, i, j) {
var yminI = Math.min(boxes.get(i, 0), boxes.get(i, 2));
var xminI = Math.min(boxes.get(i, 1), boxes.get(i, 3));
var ymaxI = Math.max(boxes.get(i, 0), boxes.get(i, 2));
var xmaxI = Math.max(boxes.get(i, 1), boxes.get(i, 3));
var yminJ = Math.min(boxes.get(j, 0), boxes.get(j, 2));
var xminJ = Math.min(boxes.get(j, 1), boxes.get(j, 3));
var ymaxJ = Math.max(boxes.get(j, 0), boxes.get(j, 2));
var xmaxJ = Math.max(boxes.get(j, 1), boxes.get(j, 3));
var boxesData = boxes.arraySync();
var yminI = Math.min(boxesData[i][0], boxesData[i][2]);
var xminI = Math.min(boxesData[i][1], boxesData[i][3]);
var ymaxI = Math.max(boxesData[i][0], boxesData[i][2]);
var xmaxI = Math.max(boxesData[i][1], boxesData[i][3]);
var yminJ = Math.min(boxesData[j][0], boxesData[j][2]);
var xminJ = Math.min(boxesData[j][1], boxesData[j][3]);
var ymaxJ = Math.max(boxesData[j][0], boxesData[j][2]);
var xmaxJ = Math.max(boxesData[j][1], boxesData[j][3]);
var areaI = (ymaxI - yminI) * (xmaxI - xminI);
var areaJ = (ymaxJ - yminJ) * (xmaxJ - xminJ);
if (areaI <= 0 || areaJ <= 0) {
......
build/commonjs/ssdMobilenetv1/nonMaxSuppression.js.map
View file @ 6ae572a0
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build/es6/mtcnn/Mtcnn.js
View file @ 6ae572a0
......@@ -37,7 +37,7 @@ var Mtcnn = /** @class */ (function (_super) {
stats = {};
tsTotal = Date.now();
imgTensor = tf.tidy(function () {
return bgrToRgbTensor(tf.expandDims(tf.fromPixels(inputCanvas)).toFloat());
return bgrToRgbTensor(tf.expandDims(tf.browser.fromPixels(inputCanvas)).toFloat());
});
onReturn = function (results) {
// dispose tensors on return
......
build/es6/mtcnn/Mtcnn.js.map
View file @ 6ae572a0
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\ No newline at end of file
build/es6/mtcnn/stage1.js
View file @ 6ae572a0
......@@ -16,17 +16,19 @@ function rescaleAndNormalize(x, scale) {
function extractBoundingBoxes(scoresTensor, regionsTensor, scale, scoreThreshold) {
// TODO: fix this!, maybe better to use tf.gather here
var indices = [];
var scoresData = scoresTensor.arraySync();
for (var y = 0; y < scoresTensor.shape[0]; y++) {
for (var x = 0; x < scoresTensor.shape[1]; x++) {
if (scoresTensor.get(y, x) >= scoreThreshold) {
if (scoresData[y][x] >= scoreThreshold) {
indices.push(new Point(x, y));
}
}
}
var boundingBoxes = indices.map(function (idx) {
var cell = new BoundingBox(Math.round((idx.y * CELL_STRIDE + 1) / scale), Math.round((idx.x * CELL_STRIDE + 1) / scale), Math.round((idx.y * CELL_STRIDE + CELL_SIZE) / scale), Math.round((idx.x * CELL_STRIDE + CELL_SIZE) / scale));
var score = scoresTensor.get(idx.y, idx.x);
var region = new MtcnnBox(regionsTensor.get(idx.y, idx.x, 0), regionsTensor.get(idx.y, idx.x, 1), regionsTensor.get(idx.y, idx.x, 2), regionsTensor.get(idx.y, idx.x, 3));
var score = scoresData[idx.y][idx.x];
var regionsData = regionsTensor.arraySync();
var region = new MtcnnBox(regionsData[idx.y][idx.x][0], regionsData[idx.y][idx.x][1], regionsData[idx.y][idx.x][2], regionsData[idx.y][idx.x][3]);
return {
cell: cell,
score: score,
......
build/es6/mtcnn/stage1.js.map
View file @ 6ae572a0
This diff is collapsed.
build/es6/mtcnn/stage2.js
View file @ 6ae572a0
......@@ -46,7 +46,8 @@ export function stage2(img, inputBoxes, scoreThreshold, params, stats) {
indicesNms = nonMaxSuppression(filteredBoxes, filteredScores, 0.7);
stats.stage2_nms = Date.now() - ts;
regions_1 = indicesNms.map(function (idx) {
return new MtcnnBox(rnetOuts[indices[idx]].regions.get(0, 0), rnetOuts[indices[idx]].regions.get(0, 1), rnetOuts[indices[idx]].regions.get(0, 2), rnetOuts[indices[idx]].regions.get(0, 3));
var regionsData = rnetOuts[indices[idx]].regions.arraySync();
return new MtcnnBox(regionsData[0][0], regionsData[0][1], regionsData[0][2], regionsData[0][3]);
});
finalScores = indicesNms.map(function (idx) { return filteredScores[idx]; });
finalBoxes = indicesNms.map(function (idx, i) { return filteredBoxes[idx].calibrate(regions_1[i]); });
......
build/es6/mtcnn/stage2.js.map
View file @ 6ae572a0
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build/es6/mtcnn/stage3.js
View file @ 6ae572a0
......@@ -37,7 +37,10 @@ export function stage3(img, inputBoxes, scoreThreshold, params, stats) {
var idx = _a.idx;
return idx;
});
filteredRegions = indices.map(function (idx) { return new MtcnnBox(onetOuts[idx].regions.get(0, 0), onetOuts[idx].regions.get(0, 1), onetOuts[idx].regions.get(0, 2), onetOuts[idx].regions.get(0, 3)); });
filteredRegions = indices.map(function (idx) {
var regionsData = onetOuts[idx].regions.arraySync();
return new MtcnnBox(regionsData[0][0], regionsData[0][1], regionsData[0][2], regionsData[0][3]);
});
filteredBoxes = indices
.map(function (idx, i) { return inputBoxes[idx].calibrate(filteredRegions[i]); });
filteredScores = indices.map(function (idx) { return scores[idx]; });
......@@ -52,7 +55,8 @@ export function stage3(img, inputBoxes, scoreThreshold, params, stats) {
finalScores = indicesNms.map(function (idx) { return filteredScores[idx]; });
points = indicesNms.map(function (idx, i) {
return Array(5).fill(0).map(function (_, ptIdx) {
return new Point(((onetOuts[idx].points.get(0, ptIdx) * (finalBoxes[i].width + 1)) + finalBoxes[i].left), ((onetOuts[idx].points.get(0, ptIdx + 5) * (finalBoxes[i].height + 1)) + finalBoxes[i].top));
var pointsData = onetOuts[idx].points.arraySync();
return new Point(((pointsData[0][ptIdx] * (finalBoxes[i].width + 1)) + finalBoxes[i].left), ((pointsData[0][ptIdx + 5] * (finalBoxes[i].height + 1)) + finalBoxes[i].top));
});
});
}
......
build/es6/mtcnn/stage3.js.map
View file @ 6ae572a0
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\ No newline at end of file
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build/es6/ssdMobilenetv1/SsdMobilenetv1.js
View file @ 6ae572a0
......@@ -43,7 +43,7 @@ var SsdMobilenetv1 = /** @class */ (function (_super) {
SsdMobilenetv1.prototype.locateFaces = function (input, options) {
if (options === void 0) { options = {}; }
return tslib_1.__awaiter(this, void 0, void 0, function () {
var _a, maxResults, minConfidence, netInput, _b, _boxes, _scores, boxes, scores, i, scoresData, _c, _d, iouThreshold, indices, reshapedDims, inputSize, padX, padY, results;
var _a, maxResults, minConfidence, netInput, _b, _boxes, _scores, boxes, scores, i, scoresData, _c, _d, iouThreshold, indices, reshapedDims, inputSize, padX, padY, boxesData, results;
return tslib_1.__generator(this, function (_e) {
switch (_e.label) {
case 0:
......@@ -68,15 +68,16 @@ var SsdMobilenetv1 = /** @class */ (function (_super) {
inputSize = netInput.inputSize;
padX = inputSize / reshapedDims.width;
padY = inputSize / reshapedDims.height;
boxesData = boxes.arraySync();
results = indices
.map(function (idx) {
var _a = [
Math.max(0, boxes.get(idx, 0)),
Math.min(1.0, boxes.get(idx, 2))
Math.max(0, boxesData[idx][0]),
Math.min(1.0, boxesData[idx][2])
].map(function (val) { return val * padY; }), top = _a[0], bottom = _a[1];
var _b = [
Math.max(0, boxes.get(idx, 1)),
Math.min(1.0, boxes.get(idx, 3))
Math.max(0, boxesData[idx][1]),
Math.min(1.0, boxesData[idx][3])
].map(function (val) { return val * padX; }), left = _b[0], right = _b[1];
return new FaceDetection(scoresData[idx], new Rect(left, top, right - left, bottom - top), {
height: netInput.getInputHeight(0),
......
build/es6/ssdMobilenetv1/SsdMobilenetv1.js.map
View file @ 6ae572a0
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\ No newline at end of file
{"version":3,"file":"SsdMobilenetv1.js","sourceRoot":"","sources":["../../../src/ssdMobilenetv1/SsdMobilenetv1.ts"],"names":[],"mappings":";AAAA,OAAO,KAAK,EAAE,MAAM,uBAAuB,CAAC;AAC5C,OAAO,EAAY,aAAa,EAAE,IAAI,EAAa,UAAU,EAAE,MAAM,6BAA6B,CAAC;AAEnG,OAAO,EAAE,aAAa,EAAE,MAAM,0BAA0B,CAAC;AACzD,OAAO,EAAE,aAAa,EAAE,MAAM,iBAAiB,CAAC;AAChD,OAAO,EAAE,0BAA0B,EAAE,MAAM,8BAA8B,CAAC;AAC1E,OAAO,EAAE,WAAW,EAAE,MAAM,eAAe,CAAC;AAC5C,OAAO,EAAE,iBAAiB,EAAE,MAAM,qBAAqB,CAAC;AACxD,OAAO,EAAE,WAAW,EAAE,MAAM,eAAe,CAAC;AAC5C,OAAO,EAAE,eAAe,EAAE,MAAM,mBAAmB,CAAC;AACpD,OAAO,EAA0B,qBAAqB,EAAE,MAAM,yBAAyB,CAAC;AAIxF;IAAoC,0CAAwB;IAE1D;eACE,kBAAM,gBAAgB,CAAC;IACzB,CAAC;IAEM,qCAAY,GAAnB,UAAoB,KAAe;QAEzB,IAAA,oBAAM,CAAS;QAEvB,IAAI,CAAC,MAAM,EAAE;YACX,MAAM,IAAI,KAAK,CAAC,8CAA8C,CAAC,CAAA;SAChE;QAED,OAAO,EAAE,CAAC,IAAI,CAAC;YACb,IAAM,WAAW,GAAG,KAAK,CAAC,aAAa,CAAC,GAAG,EAAE,KAAK,CAAC,CAAC,OAAO,EAAE,CAAA;YAE7D,IAAM,CAAC,GAAG,EAAE,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,CAAC,WAAW,EAAE,EAAE,CAAC,MAAM,CAAC,oBAAoB,CAAC,CAAC,EAAE,EAAE,CAAC,MAAM,CAAC,CAAC,CAAC,CAAgB,CAAA;YACnG,IAAM,QAAQ,GAAG,WAAW,CAAC,CAAC,EAAE,MAAM,CAAC,WAAW,CAAC,CAAA;YAE7C,IAAA,4EAGqE,EAFzE,kCAAc,EACd,sCACyE,CAAA;YAE3E,OAAO,WAAW,CAAC,cAAc,EAAE,gBAAgB,EAAE,MAAM,CAAC,YAAY,CAAC,CAAA;QAC3E,CAAC,CAAC,CAAA;IACJ,CAAC;IAEY,gCAAO,GAApB,UAAqB,KAAgB;;;;;;wBAC5B,KAAA,IAAI,CAAC,YAAY,CAAA;wBAAC,qBAAM,UAAU,CAAC,KAAK,CAAC,EAAA;4BAAhD,sBAAO,SAAA,IAAI,GAAc,SAAuB,EAAC,EAAA;;;;KAClD;IAEY,oCAAW,GAAxB,UACE,KAAgB,EAChB,OAAoC;QAApC,wBAAA,EAAA,YAAoC;;;;;;wBAG9B,KAAgC,IAAI,qBAAqB,CAAC,OAAO,CAAC,EAAhE,UAAU,gBAAA,EAAE,aAAa,mBAAA,CAAuC;wBAEvD,qBAAM,UAAU,CAAC,KAAK,CAAC,EAAA;;wBAAlC,QAAQ,GAAG,SAAuB;wBAElC,KAGF,IAAI,CAAC,YAAY,CAAC,QAAQ,CAAC,EAFtB,MAAM,WAAA,EACL,OAAO,YAAA,CACc;wBAIzB,KAAK,GAAG,MAAM,CAAC,CAAC,CAAC,CAAA;wBACjB,MAAM,GAAG,OAAO,CAAC,CAAC,CAAC,CAAA;wBACzB,KAAS,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,MAAM,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE;4BACtC,MAAM,CAAC,CAAC,CAAC,CAAC,OAAO,EAAE,CAAA;4BACnB,OAAO,CAAC,CAAC,CAAC,CAAC,OAAO,EAAE,CAAA;yBACrB;wBAGkB,KAAA,CAAA,KAAA,KAAK,CAAA,CAAC,IAAI,CAAA;wBAAC,qBAAM,MAAM,CAAC,IAAI,EAAE,EAAA;;wBAA3C,UAAU,GAAG,cAAW,SAAmB,EAAC;wBAE5C,YAAY,GAAG,GAAG,CAAA;wBAClB,OAAO,GAAG,iBAAiB,CAC/B,KAAK,EACL,UAAU,EACV,UAAU,EACV,YAAY,EACZ,aAAa,CACd,CAAA;wBAEK,YAAY,GAAG,QAAQ,CAAC,0BAA0B,CAAC,CAAC,CAAC,CAAA;wBACrD,SAAS,GAAG,QAAQ,CAAC,SAAmB,CAAA;wBACxC,IAAI,GAAG,SAAS,GAAG,YAAY,CAAC,KAAK,CAAA;wBACrC,IAAI,GAAG,SAAS,GAAG,YAAY,CAAC,MAAM,CAAA;wBAEtC,SAAS,GAAG,KAAK,CAAC,SAAS,EAAE,CAAA;wBAC7B,OAAO,GAAG,OAAO;6BACpB,GAAG,CAAC,UAAA,GAAG;4BACA,IAAA;;;wEAGkB,EAHjB,WAAG,EAAE,cAGY,CAAA;4BAClB,IAAA;;;wEAGkB,EAHjB,YAAI,EAAE,aAGW,CAAA;4BACxB,OAAO,IAAI,aAAa,CACtB,UAAU,CAAC,GAAG,CAAC,EACf,IAAI,IAAI,CACN,IAAI,EACJ,GAAG,EACH,KAAK,GAAG,IAAI,EACZ,MAAM,GAAG,GAAG,CACb,EACD;gCACE,MAAM,EAAE,QAAQ,CAAC,cAAc,CAAC,CAAC,CAAC;gCAClC,KAAK,EAAE,QAAQ,CAAC,aAAa,CAAC,CAAC,CAAC;6BACjC,CACF,CAAA;wBACH,CAAC,CAAC,CAAA;wBAEJ,KAAK,CAAC,OAAO,EAAE,CAAA;wBACf,MAAM,CAAC,OAAO,EAAE,CAAA;wBAEhB,sBAAO,OAAO,EAAA;;;;KACf;IAES,4CAAmB,GAA7B;QACE,OAAO,uBAAuB,CAAA;IAChC,CAAC;IAES,mDAA0B,GAApC,UAAqC,SAA4B;QAC/D,OAAO,0BAA0B,CAAC,SAAS,CAAC,CAAA;IAC9C,CAAC;IAES,sCAAa,GAAvB,UAAwB,OAAqB;QAC3C,OAAO,aAAa,CAAC,OAAO,CAAC,CAAA;IAC/B,CAAC;IACH,qBAAC;AAAD,CAAC,AApHD,CAAoC,aAAa,GAoHhD"}
\ No newline at end of file
build/es6/ssdMobilenetv1/mobileNetV1.js
View file @ 6ae572a0
......@@ -4,7 +4,7 @@ var epsilon = 0.0010000000474974513;
function depthwiseConvLayer(x, params, strides) {
return tf.tidy(function () {
var out = tf.depthwiseConv2d(x, params.filters, strides, 'same');
out = tf.batchNormalization(out, params.batch_norm_mean, params.batch_norm_variance, epsilon, params.batch_norm_scale, params.batch_norm_offset);
out = tf.batchNorm(out, params.batch_norm_mean, params.batch_norm_variance, params.batch_norm_offset, params.batch_norm_scale, epsilon);
return tf.clipByValue(out, 0, 6);
});
}
......
build/es6/ssdMobilenetv1/mobileNetV1.js.map
View file @ 6ae572a0
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\ No newline at end of file
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\ No newline at end of file
build/es6/ssdMobilenetv1/nonMaxSuppression.js
View file @ 6ae572a0
......@@ -29,14 +29,15 @@ export function nonMaxSuppression(boxes, scores, maxOutputSize, iouThreshold, sc
return selected;
}
function IOU(boxes, i, j) {
var yminI = Math.min(boxes.get(i, 0), boxes.get(i, 2));
var xminI = Math.min(boxes.get(i, 1), boxes.get(i, 3));
var ymaxI = Math.max(boxes.get(i, 0), boxes.get(i, 2));
var xmaxI = Math.max(boxes.get(i, 1), boxes.get(i, 3));
var yminJ = Math.min(boxes.get(j, 0), boxes.get(j, 2));
var xminJ = Math.min(boxes.get(j, 1), boxes.get(j, 3));
var ymaxJ = Math.max(boxes.get(j, 0), boxes.get(j, 2));
var xmaxJ = Math.max(boxes.get(j, 1), boxes.get(j, 3));
var boxesData = boxes.arraySync();
var yminI = Math.min(boxesData[i][0], boxesData[i][2]);
var xminI = Math.min(boxesData[i][1], boxesData[i][3]);
var ymaxI = Math.max(boxesData[i][0], boxesData[i][2]);
var xmaxI = Math.max(boxesData[i][1], boxesData[i][3]);
var yminJ = Math.min(boxesData[j][0], boxesData[j][2]);
var xminJ = Math.min(boxesData[j][1], boxesData[j][3]);
var ymaxJ = Math.max(boxesData[j][0], boxesData[j][2]);
var xmaxJ = Math.max(boxesData[j][1], boxesData[j][3]);
var areaI = (ymaxI - yminI) * (xmaxI - xminI);
var areaJ = (ymaxJ - yminJ) * (xmaxJ - xminJ);
if (areaI <= 0 || areaJ <= 0) {
......
build/es6/ssdMobilenetv1/nonMaxSuppression.js.map
View file @ 6ae572a0
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dist/face-api.js
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dist/face-api.js.map
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dist/face-api.min.js
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