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nearest_frame_bucket.

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sayakpaul
2024-11-19 10:27:24 +05:30
parent 1409d478d5
commit c80bd177fd
1 changed files with 6 additions and 2 deletions
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training/dataset.py
+6 -2
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@@ -277,7 +277,9 @@ class VideoDatasetWithResizing(VideoDataset):
video_reader = decord.VideoReader(uri=path.as_posix()) video_reader = decord.VideoReader(uri=path.as_posix())
video_num_frames = len(video_reader) video_num_frames = len(video_reader)
nearest_frame_bucket = min( nearest_frame_bucket = min(
self.frame_buckets, key=lambda x: abs(x - min(video_num_frames, self.max_num_frames)) [bucket for bucket in self.frame_buckets if bucket <= video_num_frames],
key=lambda x: abs(x - min(video_num_frames, self.max_num_frames)),
default=1,
) )
frame_indices = list(range(0, video_num_frames, video_num_frames // nearest_frame_bucket)) frame_indices = list(range(0, video_num_frames, video_num_frames // nearest_frame_bucket))
@@ -342,7 +344,9 @@ class VideoDatasetWithResizeAndRectangleCrop(VideoDataset):
video_reader = decord.VideoReader(uri=path.as_posix()) video_reader = decord.VideoReader(uri=path.as_posix())
video_num_frames = len(video_reader) video_num_frames = len(video_reader)
nearest_frame_bucket = min( nearest_frame_bucket = min(
self.frame_buckets, key=lambda x: abs(x - min(video_num_frames, self.max_num_frames)) [bucket for bucket in self.frame_buckets if bucket <= video_num_frames],
key=lambda x: abs(x - min(video_num_frames, self.max_num_frames)),
default=1,
) )
frame_indices = list(range(0, video_num_frames, video_num_frames // nearest_frame_bucket)) frame_indices = list(range(0, video_num_frames, video_num_frames // nearest_frame_bucket))