Shypd.aiThe largest open index of AI toolsAlphaPose is an open-source tool for real-time and accurate full-body multi-person pose estimation and tracking. It supports 3D pose and shape estimation, offering high accuracy on COCO and MPII datasets.
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AlphaPose is a robust, open-source system designed for real-time and accurate full-body multi-person pose estimation and tracking. It stands out as one of the first open-source systems to achieve high mAP scores on COCO and MPII datasets. The tool also incorporates an efficient online pose tracker called Pose Flow, which excels in matching poses across frames. Key features include support for COCO 17 keypoints, Halpe 26 and 136 keypoints with tracking, and SMPL integration for 3D pose and shape estimation. AlphaPose is compatible with both Linux and Windows, and a Jittor version is available, offering significant speed improvements during the training stage. It is ideal for researchers and developers working on computer vision projects requiring precise human pose analysis.
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