deep-person-reid

Why we included this project

Person re-identification is the task of matching the same person across different camera views, and Torchreid is one of the more complete open-source toolkits for it. The library pulls a broad set of re-id models and training recipes into a single PyTorch codebase, so you can train a model, evaluate it, and compare it against others without stitching together scattered research code. It covers both image- and video-based re-id, supports multi-GPU training, and takes care of dataset preparation, which makes getting a working baseline much faster. Cross-dataset evaluation and re-ranking utilities are included for testing how well a model generalizes beyond its training set. Teams that want a research-grade starting point rather than a black-box API will find the codebase readable and well documented.