AI RESEARCH
CPU Optimization of a Monocular 3D Biomechanics Pipeline for Low-Resource Deployment
arXiv CS.CV
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ArXi:2604.15665v1 Announce Type: new Markerless 3D movement analysis from monocular video enables accessible biomechanical assessment in clinical and sports settings. However, most research-grade pipelines rely on GPU acceleration, limiting deployment on consumer-grade hardware and in low-resource environments. In this work, we optimize a monocular 3D biomechanics pipeline derived from the MonocularBiomechanics framework for efficient CPU-only execution.