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- import { minBbox } from '../ops';
- import { getCenterPoint } from '../utils';
- import { Box } from './Box';
- import { Dimensions } from './Dimensions';
- import { FaceDetection } from './FaceDetection';
- import { Point } from './Point';
- import { Rect } from './Rect';
- // face alignment constants
- var relX = 0.5;
- var relY = 0.43;
- var relScale = 0.45;
- var FaceLandmarks = /** @class */ (function () {
- function FaceLandmarks(relativeFaceLandmarkPositions, imgDims, shift) {
- if (shift === void 0) { shift = new Point(0, 0); }
- var width = imgDims.width, height = imgDims.height;
- this._imgDims = new Dimensions(width, height);
- this._shift = shift;
- this._positions = relativeFaceLandmarkPositions.map(function (pt) { return pt.mul(new Point(width, height)).add(shift); });
- }
- Object.defineProperty(FaceLandmarks.prototype, "shift", {
- get: function () { return new Point(this._shift.x, this._shift.y); },
- enumerable: true,
- configurable: true
- });
- Object.defineProperty(FaceLandmarks.prototype, "imageWidth", {
- get: function () { return this._imgDims.width; },
- enumerable: true,
- configurable: true
- });
- Object.defineProperty(FaceLandmarks.prototype, "imageHeight", {
- get: function () { return this._imgDims.height; },
- enumerable: true,
- configurable: true
- });
- Object.defineProperty(FaceLandmarks.prototype, "positions", {
- get: function () { return this._positions; },
- enumerable: true,
- configurable: true
- });
- Object.defineProperty(FaceLandmarks.prototype, "relativePositions", {
- get: function () {
- var _this = this;
- return this._positions.map(function (pt) { return pt.sub(_this._shift).div(new Point(_this.imageWidth, _this.imageHeight)); });
- },
- enumerable: true,
- configurable: true
- });
- FaceLandmarks.prototype.forSize = function (width, height) {
- return new this.constructor(this.relativePositions, { width: width, height: height });
- };
- FaceLandmarks.prototype.shiftBy = function (x, y) {
- return new this.constructor(this.relativePositions, this._imgDims, new Point(x, y));
- };
- FaceLandmarks.prototype.shiftByPoint = function (pt) {
- return this.shiftBy(pt.x, pt.y);
- };
- /**
- * Aligns the face landmarks after face detection from the relative positions of the faces
- * bounding box, or it's current shift. This function should be used to align the face images
- * after face detection has been performed, before they are passed to the face recognition net.
- * This will make the computed face descriptor more accurate.
- *
- * @param detection (optional) The bounding box of the face or the face detection result. If
- * no argument was passed the position of the face landmarks are assumed to be relative to
- * it's current shift.
- * @returns The bounding box of the aligned face.
- */
- FaceLandmarks.prototype.align = function (detection, options) {
- if (options === void 0) { options = {}; }
- if (detection) {
- var box = detection instanceof FaceDetection
- ? detection.box.floor()
- : new Box(detection);
- return this.shiftBy(box.x, box.y).align(null, options);
- }
- var _a = Object.assign({}, { useDlibAlignment: false, minBoxPadding: 0.2 }, options), useDlibAlignment = _a.useDlibAlignment, minBoxPadding = _a.minBoxPadding;
- if (useDlibAlignment) {
- return this.alignDlib();
- }
- return this.alignMinBbox(minBoxPadding);
- };
- FaceLandmarks.prototype.alignDlib = function () {
- var centers = this.getRefPointsForAlignment();
- var leftEyeCenter = centers[0], rightEyeCenter = centers[1], mouthCenter = centers[2];
- var distToMouth = function (pt) { return mouthCenter.sub(pt).magnitude(); };
- var eyeToMouthDist = (distToMouth(leftEyeCenter) + distToMouth(rightEyeCenter)) / 2;
- var size = Math.floor(eyeToMouthDist / relScale);
- var refPoint = getCenterPoint(centers);
- // TODO: pad in case rectangle is out of image bounds
- var x = Math.floor(Math.max(0, refPoint.x - (relX * size)));
- var y = Math.floor(Math.max(0, refPoint.y - (relY * size)));
- return new Rect(x, y, Math.min(size, this.imageWidth + x), Math.min(size, this.imageHeight + y));
- };
- FaceLandmarks.prototype.alignMinBbox = function (padding) {
- var box = minBbox(this.positions);
- return box.pad(box.width * padding, box.height * padding);
- };
- FaceLandmarks.prototype.getRefPointsForAlignment = function () {
- throw new Error('getRefPointsForAlignment not implemented by base class');
- };
- return FaceLandmarks;
- }());
- export { FaceLandmarks };
- //# sourceMappingURL=FaceLandmarks.js.map
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