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Sports2D: Compute 2D human pose and angles from a video or a webcam

Authors: Pagnon, David; Kim, HunMin;

Sports2D: Compute 2D human pose and angles from a video or a webcam

Abstract

MacOS support, finally! Automatic device and backend selection, display issues are fixed. Thanks a lot to @Satya.P and @mumu-create for thoroughly testing it out https://github.com/perfanalytics/pose2sim/issues/230 Enhanced sorting algorithm: Optionally predicts next frame position (simple frame-by-frame linear translation) Optionally tracks centroid or bounding boxes instead of keypoints. N.B.: Default behavior remains the same, ie still sorts based on keypoints and without prediction. Prediction based on bounding boxes is recommended when people move in sustained straight lines and are likely to be occluded a lot. N.B.: I plan to switch to the RF-DETR detector instead of YOLOX for even better results. See latest Pose2Sim release for more information: https://github.com/perfanalytics/pose2sim/releases#release-v0.10.48 Full Changelog: https://github.com/davidpagnon/Sports2D/compare/v0.8.32...v0.8.34

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