Upload Action_Genome_data/dump_frames.py with huggingface_hub

Action_Genome_data/dump_frames.py

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+import os
+import argparse
+import warnings
+from tqdm import tqdm
+
+
+def dump_frames(args):
+    video_dir = args.video_dir
+    frame_dir = args.frame_dir
+    annotation_dir = args.annotation_dir
+    all_frames = args.all_frames
+
+    # Load the list of annotated frames
+    frame_list = []
+    with open(os.path.join(annotation_dir, 'frame_list.txt'), 'r') as f:
+        for frame in f:
+            frame_list.append(frame.rstrip('\n'))
+
+    # Create video to frames mapping
+    video2frames = {}
+    for path in frame_list:
+        video, frame = path.split('/')
+        if video not in video2frames:
+            video2frames[video] = []
+        video2frames[video].append(frame)
+
+    # For each video, dump frames.
+    for v in tqdm(video2frames):
+        curr_frame_dir = os.path.join(frame_dir, v)
+        if not os.path.exists(curr_frame_dir):
+            os.makedirs(curr_frame_dir)
+            # Use ffmpeg to extract frames. Different versions of ffmpeg may generate slightly different frames.
+            # We used ffmpeg 2.8.15 to dump our frames.
+            # Note that the frames are extracted according to their original video FPS, which is not always 24.
+            # Therefore, our frame indices are different from Charades extracted frames' indices.
+            os.system('ffmpeg -loglevel panic -i %s/%s %s/%%06d.png' % (video_dir, v, curr_frame_dir))
+
+            # if not keeping all frames, only keep the annotated frames included in frame_list.txt
+            if not all_frames:
+                keep_frames = video2frames[v]
+                frames_to_delete = set(os.listdir(curr_frame_dir)) - set(keep_frames)
+                for frame in frames_to_delete:
+                    os.remove(os.path.join(curr_frame_dir, frame))
+        else:
+            warnings.warn('Frame directory %s already exists. Skipping dumping into this directory.' % curr_frame_dir,
+                          RuntimeWarning)
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description="Dump frames")
+    parser.add_argument("--video_dir", default="./videos",
+                        help="Folder containing Charades videos.")
+    parser.add_argument("--frame_dir", default="./frames",
+                        help="Root folder containing frames to be dumped.")
+    parser.add_argument("--annotation_dir", default="./annotations",
+                        help=("Folder containing annotation files, including object_bbox_and_relationship.pkl, "
+                              "person_bbox.pkl and frame_list.txt."))
+    parser.add_argument("--all_frames", action="store_true",
+                        help="Set if you want to dump all frames, rather than the frames listed in frame_list.txt")
+    args = parser.parse_args()
+    dump_frames(args)