[mob][photos] When cropping a face from an image, make the image a square and add some buffer around it
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2 changed files with 87 additions and 4 deletions
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@ -41,3 +41,23 @@ class FaceBox {
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'height': height,
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};
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}
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/// Bounding box of a face.
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///
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/// [xMin] and [yMin] are the coordinates of the top left corner of the box, and
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/// [width] and [height] are the width and height of the box.
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///
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/// One unit is equal to one pixel in the original image.
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class FaceBoxImage {
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final int xMin;
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final int yMin;
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final int width;
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final int height;
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FaceBoxImage({
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required this.xMin,
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required this.yMin,
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required this.width,
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required this.height,
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});
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}
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@ -1,3 +1,4 @@
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import "dart:math";
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import "dart:typed_data";
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import "package:computer/computer.dart";
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@ -8,6 +9,7 @@ import "package:photos/face/model/box.dart";
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final _logger = Logger("FaceUtil");
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final _computer = Computer.shared();
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const _faceImageBufferFactor = 0.2;
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///Convert img.Image to ui.Image and use RawImage to display.
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Future<List<img.Image>> generateImgFaceThumbnails(
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@ -74,16 +76,77 @@ Future<img.Image> decodeToImgImage(String imagePath) async {
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/// Returns an Image from 'package:image/image.dart'
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img.Image cropFaceBoxFromImage(img.Image image, FaceBox faceBox) {
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final squareFaceBox = _getSquareFaceBoxImage(image, faceBox);
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final squareFaceBoxWithBuffer =
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_addBufferAroundFaceBox(squareFaceBox, _faceImageBufferFactor);
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return img.copyCrop(
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image,
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x: (image.width * faceBox.xMin).round(),
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y: (image.height * faceBox.yMin).round(),
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width: (image.width * faceBox.width).round(),
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height: (image.height * faceBox.height).round(),
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x: squareFaceBoxWithBuffer.xMin,
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y: squareFaceBoxWithBuffer.yMin,
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width: squareFaceBoxWithBuffer.width,
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height: squareFaceBoxWithBuffer.height,
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antialias: false,
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);
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}
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/// Returns a square face box image from the original image with
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/// side length equal to the maximum of the width and height of the face box in
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/// the OG image.
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FaceBoxImage _getSquareFaceBoxImage(img.Image image, FaceBox faceBox) {
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final width = (image.width * faceBox.width).round();
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final height = (image.height * faceBox.height).round();
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final side = max(width, height);
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final xImage = (image.width * faceBox.xMin).round();
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final yImage = (image.height * faceBox.yMin).round();
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if (height >= width) {
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final xImageAdj = (xImage - (height - width) / 2).round();
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return FaceBoxImage(
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xMin: xImageAdj,
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yMin: yImage,
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width: side,
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height: side,
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);
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} else {
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final yImageAdj = (yImage - (width - height) / 2).round();
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return FaceBoxImage(
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xMin: xImage,
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yMin: yImageAdj,
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width: side,
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height: side,
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);
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}
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}
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///To add some buffer around the face box so that the face isn't cropped
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///too close to the face.
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FaceBoxImage _addBufferAroundFaceBox(
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FaceBoxImage faceBoxImage,
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double bufferFactor,
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) {
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final heightBuffer = faceBoxImage.height * bufferFactor;
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final widthBuffer = faceBoxImage.width * bufferFactor;
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final xMinWithBuffer = faceBoxImage.xMin - widthBuffer;
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final yMinWithBuffer = faceBoxImage.yMin - heightBuffer;
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final widthWithBuffer = faceBoxImage.width + 2 * widthBuffer;
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final heightWithBuffer = faceBoxImage.height + 2 * heightBuffer;
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//Do not add buffer if the top left edge of the image is out of bounds
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//after adding the buffer.
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if (xMinWithBuffer < 0 || yMinWithBuffer < 0) {
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return faceBoxImage;
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}
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//Another similar case that can be handled is when the bottom right edge
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//of the image is out of bounds after adding the buffer. But the
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//the visual difference is not as significant as when the top left edge
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//is out of bounds, so we are not handling that case.
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return FaceBoxImage(
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xMin: xMinWithBuffer.round(),
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yMin: yMinWithBuffer.round(),
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width: widthWithBuffer.round(),
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height: heightWithBuffer.round(),
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);
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}
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List<Uint8List> _encodeImagesToJpg(Map args) {
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final images = args["images"] as List<img.Image>;
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return images.map((img.Image image) => img.encodeJpg(image)).toList();
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