Shypd.aiThe largest open index of AI toolsSlowFast is an open-source video understanding codebase from FAIR, providing state-of-the-art video classification models with efficient training. It includes implementations of various advanced video recognition methods.
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PySlowFast is an open-source video understanding codebase developed by FAIR, designed to provide high-performance, lightweight PyTorch implementations of state-of-the-art video backbones. It supports various video understanding research tasks, including classification and detection, and is built for rapid implementation and evaluation of novel video research ideas. The repository features implementations of methods like SlowFast Networks, Non-local Neural Networks, X3D, Multiscale Vision Transformers (MViTv1 and MViTv2), Reversible Vision Transformers (Rev-ViT and Rev-MViT), and supports advanced techniques such as Multigrid Training, MAE for Video, and MaskFeat. It also includes a comprehensive model zoo with pre-trained models and baselines, along with visualization tools for analysis and inference.
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