ClassyVision is a research framework built on PyTorch for training and evaluating image and video classification models. It provides model implementations including Vision Transformers and RegNet architectures, along with training recipes, optimizers, and hooks for experiment tracking. The framework handles the full ML pipeline from data loading to model training and evaluation.