face-api.js
Version:
JavaScript API for face detection and face recognition in the browser with tensorflow.js
64 lines • 2.67 kB
JavaScript
;
Object.defineProperty(exports, "__esModule", { value: true });
var tslib_1 = require("tslib");
var classes_1 = require("../classes");
var const_1 = require("./const");
var TinyYolov2Base_1 = require("./TinyYolov2Base");
var TinyYolov2 = /** @class */ (function (_super) {
tslib_1.__extends(TinyYolov2, _super);
function TinyYolov2(withSeparableConvs) {
if (withSeparableConvs === void 0) { withSeparableConvs = true; }
var _this = this;
var config = Object.assign({}, {
withSeparableConvs: withSeparableConvs,
iouThreshold: const_1.IOU_THRESHOLD,
classes: ['face']
}, withSeparableConvs
? {
anchors: const_1.BOX_ANCHORS_SEPARABLE,
meanRgb: const_1.MEAN_RGB_SEPARABLE
}
: {
anchors: const_1.BOX_ANCHORS,
withClassScores: true
});
_this = _super.call(this, config) || this;
return _this;
}
Object.defineProperty(TinyYolov2.prototype, "withSeparableConvs", {
get: function () {
return this.config.withSeparableConvs;
},
enumerable: true,
configurable: true
});
Object.defineProperty(TinyYolov2.prototype, "anchors", {
get: function () {
return this.config.anchors;
},
enumerable: true,
configurable: true
});
TinyYolov2.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 }); })];
}
});
});
};
TinyYolov2.prototype.getDefaultModelName = function () {
return this.withSeparableConvs ? const_1.DEFAULT_MODEL_NAME_SEPARABLE_CONV : const_1.DEFAULT_MODEL_NAME;
};
TinyYolov2.prototype.extractParamsFromWeigthMap = function (weightMap) {
return _super.prototype.extractParamsFromWeigthMap.call(this, weightMap);
};
return TinyYolov2;
}(TinyYolov2Base_1.TinyYolov2Base));
exports.TinyYolov2 = TinyYolov2;
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