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add support for creating LabeledVideoDataset from video frames #208

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@fcakyon fcakyon commented Jun 16, 2022

Motivation and Context

Fixes #207

How Has This Been Tested

Create a video dataset in this format: dir_path/<class_name>/<video_name>/<frame_name>.jpg

from pytorchvideo.data.labeled_video_dataset import labeled_video_dataset
from pytorchvideo.data.clip_sampling import ClipSampler
import torch

root_path = '' # set root directory

dataset = labeled_video_dataset(
        data_path=root_path,
        clip_sampler=ClipSampler,
        video_sampler=torch.utils.data.RandomSampler,
        decode_audio=False,
)

Types of changes

  • Docs change / refactoring / dependency upgrade
  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)

Checklist

  • My code follows the code style of this project.
  • My change requires a change to the documentation.
  • I have updated the documentation accordingly.
  • I have read the CONTRIBUTING document.
  • I have completed my CLA (see CONTRIBUTING)
  • I have added tests to cover my changes.
  • All new and existing tests passed.

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@fcakyon fcakyon changed the title add support for video folder datasets add support for creating LabeledVideoDataset from video frames Jun 16, 2022
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@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Jun 16, 2022
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Thank you for signing our Contributor License Agreement. We can now accept your code for this (and any) Meta Open Source project. Thanks!

@kalyanvasudev kalyanvasudev self-requested a review August 12, 2022 19:29
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add support for creating LabeledVideoDataset from video frames
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