face-api.js
Version:
JavaScript API for face detection and face recognition in the browser with tensorflow.js
52 lines • 2.22 kB
JavaScript
;
Object.defineProperty(exports, "__esModule", { value: true });
var tslib_1 = require("tslib");
var classes_1 = require("../classes");
var TinyYolov2Base_1 = require("../tinyYolov2/TinyYolov2Base");
var const_1 = require("./const");
var TinyFaceDetector = /** @class */ (function (_super) {
tslib_1.__extends(TinyFaceDetector, _super);
function TinyFaceDetector() {
var _this = this;
var config = {
withSeparableConvs: true,
iouThreshold: const_1.IOU_THRESHOLD,
classes: ['face'],
anchors: const_1.BOX_ANCHORS,
meanRgb: const_1.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 tslib_1.__awaiter(this, void 0, void 0, function () {
var objectDetections;
return tslib_1.__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 classes_1.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_1.TinyYolov2Base));
exports.TinyFaceDetector = TinyFaceDetector;
//# sourceMappingURL=TinyFaceDetector.js.map