Shypd.aiThe largest open index of AI toolsDWPose is an open-source AI tool for effective whole-body pose estimation using two-stage distillation. It integrates with ControlNet to enhance generated images and supports consistent image-to-video synthesis for character animation.
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DWPose is an official implementation of "Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop). This open-source tool provides a series of models, from tiny to large, for human whole-body pose estimation. It significantly improves image generation when integrated with ControlNet, offering better results than Openpose. DWPose also supports consistent and controllable image-to-video synthesis for character animation. Users can run DWPose with sd-webui-controlnet by updating to version >= v1.1237 and selecting 'dw_openpose_full' as the preprocessor. The tool also offers ONNX model support, allowing users to avoid installing mmcv and onnxruntime, and provides models for download via Hugging Face, Baidu Drive, and Google Drive.
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