https://github.com/v-iashin/video_features

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.
https://github.com/v-iashin/video_features

audio-features clip feature-extraction i3d ig65m laion multi-gpu optical-flow parallel pytorch r2plus1d raft resnet s3d swin timm vggish video-features visual-features vit

Last synced: 3 days ago
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Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

• Host: GitHub
• URL: https://github.com/v-iashin/video_features
• Owner: v-iashin
• License: mit
• Created: 2020-06-01T17:57:03.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2024-05-02T14:00:54.000Z (2 months ago)
• Last Synced: 2024-05-03T01:17:59.756Z (2 months ago)
• Topics: audio-features, clip, feature-extraction, i3d, ig65m, laion, multi-gpu, optical-flow, parallel, pytorch, r2plus1d, raft, resnet, s3d, swin, timm, vggish, video-features, visual-features, vit
• Language: Python
• Homepage: https://v-iashin.github.io/video_features
• Size: 282 MB
• Stars: 435
• Watchers: 6
• Forks: 86
• Open Issues: 21
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• my-awesome-stars - v-iashin/video_features - Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features. (Python)
• awesome-video-feature-extractor - video_features