0e0b2faa1a205fe276a7c53bc600fca60b239234,tools/sort.py,Sort,sort_face_cnn_dissim,#Sort#,204

Before Change


    def sort_face_cnn_dissim(self):
         Sort by CNN dissimilarity 
        self.launch_aligner()
        input_dir = self.args.input_dir

        logger.info("Sorting by face-cnn dissimilarity...")

        img_list = []
        for img in tqdm(self.find_images(input_dir),
                        desc="Loading",
                        file=sys.stdout):
            landmarks = self.get_landmarks(img)
            img_list.append([img, np.array(landmarks)
                             if landmarks
                             else np.zeros((68, 2)), 0])

        img_list_len = len(img_list)
        for i in tqdm(range(0, img_list_len - 1),
                      desc="Sorting",
                      file=sys.stdout):

After Change


    def sort_face_cnn_dissim(self):
         Sort by landmark dissimilarity 
        logger.info("Sorting by landmark dissimilarity...")
        filename_list, image_list, landmarks = self._get_landmarks()
        scores = np.zeros(len(filename_list), dtype="float32")
        img_list = list(list(items) for items in zip(filename_list, landmarks, scores))

        logger.info("Comparing landmarks...")
        img_list_len = len(img_list)
        for i in tqdm(range(0, img_list_len - 1), desc="Comparing...", file=sys.stdout):
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 18

Instances


Project Name: deepfakes/faceswap
Commit Name: 0e0b2faa1a205fe276a7c53bc600fca60b239234
Time: 2019-10-28
Author: vrooman.kyle@gmail.com
File Name: tools/sort.py
Class Name: Sort
Method Name: sort_face_cnn_dissim


Project Name: deepfakes/faceswap
Commit Name: 0e0b2faa1a205fe276a7c53bc600fca60b239234
Time: 2019-10-28
Author: vrooman.kyle@gmail.com
File Name: tools/sort.py
Class Name: Sort
Method Name: sort_face_yaw


Project Name: deepfakes/faceswap
Commit Name: 0e0b2faa1a205fe276a7c53bc600fca60b239234
Time: 2019-10-28
Author: vrooman.kyle@gmail.com
File Name: tools/sort.py
Class Name: Sort
Method Name: sort_face_cnn


Project Name: deepfakes/faceswap
Commit Name: 0e0b2faa1a205fe276a7c53bc600fca60b239234
Time: 2019-10-28
Author: vrooman.kyle@gmail.com
File Name: tools/sort.py
Class Name: Sort
Method Name: sort_face_cnn_dissim