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SLOWFAST

FAIR video backbones for classification and detection

Apache-2.0

ABOUT

Video research needs a shared PyTorch stack for SlowFast, X3D, and MViT instead of one-off training scripts. PySlowFast ships those backbones with Kinetics and AVA recipes so labs can train, fine-tune, and detect actions from a single FAIR codebase.

INTEGRATION GUIDE

1. Train SlowFast or X3D classifiers on Kinetics with the official configs 2. Run AVA action detection from a PySlowFast checkpoint 3. Pretrain video transformers with MaskFeat, MAE, or MViTv2 projects 4. Benchmark a new video backbone against the PySlowFast model zoo

TAGS

pythonvideopytorchclassificationdetectionfairtransformers
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