Shypd.aiThe largest open index of AI toolsdeep-person-reid is an open-source library for deep learning person re-identification in PyTorch. It supports multi-GPU training, image- and video-reid, and end-to-end training and evaluation.
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deep-person-reid, also known as Torchreid, is a comprehensive open-source library built on PyTorch for deep learning person re-identification. It offers robust features such as multi-GPU training, support for both image- and video-based re-identification tasks, and streamlined end-to-end training and evaluation. The library simplifies the preparation of re-identification datasets, facilitates multi-dataset training, and enables cross-dataset evaluation using standard protocols. It is highly extensible, allowing users to easily integrate new models, datasets, and training methods. Torchreid also provides implementations of state-of-the-art deep re-identification models, access to pre-trained models, advanced training techniques, and visualization tools like Tensorboard. Recent updates include model export capabilities to ONNX, OpenVINO, and TFLite, and the addition of new datasets and evaluation metrics.
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