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This is the "gold standard" for open-source webcam tracking. It uses machine learning to detect body pose, face mesh, and hand landmarks in real-time. Completely Free (Open Source).

If you are writing a paper or studying the technology, these academic sources provide a "complete" look at how these systems work: Webcam Motion Capture: Hand Tracking with Only Webcam Webcam Motion Capture Crack