PyTorchVideo is a Facebook Research library focused on video understanding research. It provides deep learning components, pretrained models (including X3D and SlowFast architectures), and training pipelines for video-related tasks like action detection and classification. The library is optimized for efficient inference and integrates with Huggingface Spaces for model deployment.