FastReID is a PyTorch-based computer vision research toolbox that implements state-of-the-art re-identification methods. It provides training pipelines, evaluation tools, and pretrained models for matching people or objects across different camera views. The platform supports various backbones including CNNs and Vision Transformers, and includes features like model distillation, AMP training, and hyperparameter optimization for computer vision research.