#503 · Primary category: Computer Vision

openpose_train

computer-vision deep-learning human-behavior-understanding human-pose-estimation iccv-2019 machine-learning openpose openpose-training real-time

Training repository for OpenPose

Project last updated:11/19/21

GitHub Stars

615

Forks

185

Contributors

4

License

BSD-2-Clause

Why we included this project

This is the training side of OpenPose, the real-time multi-person pose estimation system, and the place where the models that ship in the main project get trained. Researchers who want to reproduce or adapt the published results, rather than just load a pretrained model, will find the training scripts, validation tooling, and experimental model definitions here. The repo is explicitly experimental and not production ready, so it suits people comfortable building and tuning models themselves, not teams that need a drop-in inference service. It also carries experimental whole-body (BODY_135) and higher-accuracy BODY_25B models that never made it into the main OpenPose release, a useful reference for anyone studying single-network whole-body pose estimation.

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