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- import { __awaiter, __extends, __generator } from "tslib";
- import { FaceDetection } from '../classes';
- import { TinyYolov2Base } from '../tinyYolov2/TinyYolov2Base';
- import { BOX_ANCHORS, IOU_THRESHOLD, MEAN_RGB } from './const';
- var TinyFaceDetector = /** @class */ (function (_super) {
- __extends(TinyFaceDetector, _super);
- function TinyFaceDetector() {
- var _this = this;
- var config = {
- withSeparableConvs: true,
- iouThreshold: IOU_THRESHOLD,
- classes: ['face'],
- anchors: BOX_ANCHORS,
- meanRgb: MEAN_RGB,
- isFirstLayerConv2d: true,
- filterSizes: [3, 16, 32, 64, 128, 256, 512]
- };
- _this = _super.call(this, config) || this;
- return _this;
- }
- Object.defineProperty(TinyFaceDetector.prototype, "anchors", {
- get: function () {
- return this.config.anchors;
- },
- enumerable: true,
- configurable: true
- });
- TinyFaceDetector.prototype.locateFaces = function (input, forwardParams) {
- return __awaiter(this, void 0, void 0, function () {
- var objectDetections;
- return __generator(this, function (_a) {
- switch (_a.label) {
- case 0: return [4 /*yield*/, this.detect(input, forwardParams)];
- case 1:
- objectDetections = _a.sent();
- return [2 /*return*/, objectDetections.map(function (det) { return new FaceDetection(det.score, det.relativeBox, { width: det.imageWidth, height: det.imageHeight }); })];
- }
- });
- });
- };
- TinyFaceDetector.prototype.getDefaultModelName = function () {
- return 'tiny_face_detector_model';
- };
- TinyFaceDetector.prototype.extractParamsFromWeigthMap = function (weightMap) {
- return _super.prototype.extractParamsFromWeigthMap.call(this, weightMap);
- };
- return TinyFaceDetector;
- }(TinyYolov2Base));
- export { TinyFaceDetector };
- //# sourceMappingURL=TinyFaceDetector.js.map
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