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Commit ae447fae by vincent
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check in latest build

parent 623ab304
Showing with 54 additions and 40 deletions
build/NetInput.js
......@@ -22,6 +22,14 @@ var NetInput = /** @class */ (function () {
// TODO: make sure not to dispose original tensors passed in by the user
return tf.clone(input);
}
if (isTensor_1.isTensor4D(input)) {
var shape = input.shape;
var batchSize = shape[0];
if (batchSize !== 1) {
throw new Error("NetInput - tf.Tensor4D with batchSize " + batchSize + " passed, but not supported in input array");
}
return input.reshape(shape.slice(1));
}
return tf.fromPixels(input instanceof HTMLCanvasElement ? input : utils_1.createCanvasFromMedia(input));
});
}
......
build/NetInput.js.map
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\ No newline at end of file
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\ No newline at end of file
build/extractFaces.js
......@@ -31,6 +31,9 @@ function extractFaces(input, detections) {
return [4 /*yield*/, utils_1.imageTensorToCanvas(netInput.inputs[0])];
case 2:
canvas = _a.sent();
if (netInput.isManaged) {
netInput.dispose();
}
_a.label = 3;
case 3:
ctx = utils_1.getContext2dOrThrow(canvas);
......
build/extractFaces.js.map
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\ No newline at end of file
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\ No newline at end of file
build/toNetInput.js
......@@ -37,26 +37,20 @@ function toNetInput(inputs, manageCreatedInput) {
throw new Error('toNetInput - empty array passed as input');
}
getIdxHint = function (idx) { return Array.isArray(inputs) ? " at input index " + idx + ":" : ''; };
inputArray = inputArgArray
.map(utils_1.resolveInput)
.map(function (input, i) {
inputArray = inputArgArray.map(utils_1.resolveInput);
inputArray.forEach(function (input, i) {
if (!isMediaElement_1.isMediaElement(input) && !isTensor_1.isTensor3D(input) && !isTensor_1.isTensor4D(input)) {
if (typeof inputArgArray[i] === 'string') {
throw new Error("toNetInput -" + getIdxHint(i) + " string passed, but could not resolve HTMLElement for element id " + inputArgArray[i]);
}
throw new Error("toNetInput -" + getIdxHint(i) + " expected media to be of type HTMLImageElement | HTMLVideoElement | HTMLCanvasElement | tf.Tensor3D, or to be an element id");
}
if (isTensor_1.isTensor4D(input)) {
// if tf.Tensor4D is passed in the input array, the batch size has to be 1
var batchSize = input.shape[0];
if (batchSize !== 1) {
throw new Error("toNetInput -" + getIdxHint(i) + " tf.Tensor4D with batchSize " + batchSize + " passed, but not supported in input array");
}
// to tf.Tensor3D
return input.reshape(input.shape.slice(1));
}
return input;
});
inputArray.forEach(function (input, i) {
if (!isMediaElement_1.isMediaElement(input) && !isTensor_1.isTensor3D(input)) {
if (typeof inputArgArray[i] === 'string') {
throw new Error("toNetInput -" + getIdxHint(i) + " string passed, but could not resolve HTMLElement for element id " + inputArgArray[i]);
}
throw new Error("toNetInput -" + getIdxHint(i) + " expected media to be of type HTMLImageElement | HTMLVideoElement | HTMLCanvasElement | tf.Tensor3D, or to be an element id");
}
});
// wait for all media elements being loaded
......
build/toNetInput.js.map
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\ No newline at end of file
build/utils.js
......@@ -106,15 +106,17 @@ function bufferToImage(buf) {
exports.bufferToImage = bufferToImage;
function imageTensorToCanvas(imgTensor, canvas) {
return tslib_1.__awaiter(this, void 0, void 0, function () {
var targetCanvas, _a, height, width, numChannels;
var targetCanvas, _a, height, width, numChannels, imgTensor3D;
return tslib_1.__generator(this, function (_b) {
switch (_b.label) {
case 0:
targetCanvas = canvas || document.createElement('canvas');
_a = imgTensor.shape.slice(isTensor_1.isTensor4D(imgTensor) ? 1 : 0), height = _a[0], width = _a[1], numChannels = _a[2];
return [4 /*yield*/, tf.toPixels(imgTensor.as3D(height, width, numChannels).toInt(), targetCanvas)];
imgTensor3D = tf.tidy(function () { return imgTensor.as3D(height, width, numChannels).toInt(); });
return [4 /*yield*/, tf.toPixels(imgTensor3D, targetCanvas)];
case 1:
_b.sent();
imgTensor3D.dispose();
return [2 /*return*/, targetCanvas];
}
});
......
build/utils.js.map
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\ No newline at end of file
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\ No newline at end of file
dist/face-api.js
......@@ -494,15 +494,17 @@
}
function imageTensorToCanvas(imgTensor, canvas) {
return __awaiter$1(this, void 0, void 0, function () {
var targetCanvas, _a, height, width, numChannels;
var targetCanvas, _a, height, width, numChannels, imgTensor3D;
return __generator$1(this, function (_b) {
switch (_b.label) {
case 0:
targetCanvas = canvas || document.createElement('canvas');
_a = imgTensor.shape.slice(isTensor4D(imgTensor) ? 1 : 0), height = _a[0], width = _a[1], numChannels = _a[2];
return [4 /*yield*/, toPixels(imgTensor.as3D(height, width, numChannels).toInt(), targetCanvas)];
imgTensor3D = tidy(function () { return imgTensor.as3D(height, width, numChannels).toInt(); });
return [4 /*yield*/, toPixels(imgTensor3D, targetCanvas)];
case 1:
_b.sent();
imgTensor3D.dispose();
return [2 /*return*/, targetCanvas];
}
});
......@@ -526,6 +528,14 @@
// TODO: make sure not to dispose original tensors passed in by the user
return clone(input);
}
if (isTensor4D(input)) {
var shape = input.shape;
var batchSize = shape[0];
if (batchSize !== 1) {
throw new Error("NetInput - tf.Tensor4D with batchSize " + batchSize + " passed, but not supported in input array");
}
return input.reshape(shape.slice(1));
}
return fromPixels(input instanceof HTMLCanvasElement ? input : createCanvasFromMedia(input));
});
}
......@@ -815,26 +825,20 @@
throw new Error('toNetInput - empty array passed as input');
}
getIdxHint = function (idx) { return Array.isArray(inputs) ? " at input index " + idx + ":" : ''; };
inputArray = inputArgArray
.map(resolveInput)
.map(function (input, i) {
inputArray = inputArgArray.map(resolveInput);
inputArray.forEach(function (input, i) {
if (!isMediaElement(input) && !isTensor3D(input) && !isTensor4D(input)) {
if (typeof inputArgArray[i] === 'string') {
throw new Error("toNetInput -" + getIdxHint(i) + " string passed, but could not resolve HTMLElement for element id " + inputArgArray[i]);
}
throw new Error("toNetInput -" + getIdxHint(i) + " expected media to be of type HTMLImageElement | HTMLVideoElement | HTMLCanvasElement | tf.Tensor3D, or to be an element id");
}
if (isTensor4D(input)) {
// if tf.Tensor4D is passed in the input array, the batch size has to be 1
var batchSize = input.shape[0];
if (batchSize !== 1) {
throw new Error("toNetInput -" + getIdxHint(i) + " tf.Tensor4D with batchSize " + batchSize + " passed, but not supported in input array");
}
// to tf.Tensor3D
return input.reshape(input.shape.slice(1));
}
return input;
});
inputArray.forEach(function (input, i) {
if (!isMediaElement(input) && !isTensor3D(input)) {
if (typeof inputArgArray[i] === 'string') {
throw new Error("toNetInput -" + getIdxHint(i) + " string passed, but could not resolve HTMLElement for element id " + inputArgArray[i]);
}
throw new Error("toNetInput -" + getIdxHint(i) + " expected media to be of type HTMLImageElement | HTMLVideoElement | HTMLCanvasElement | tf.Tensor3D, or to be an element id");
}
});
// wait for all media elements being loaded
......@@ -875,6 +879,9 @@
return [4 /*yield*/, imageTensorToCanvas(netInput.inputs[0])];
case 2:
canvas = _a.sent();
if (netInput.isManaged) {
netInput.dispose();
}
_a.label = 3;
case 3:
ctx = getContext2dOrThrow(canvas);
......
dist/face-api.js.map
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dist/face-api.min.js
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