Real-time 3D human pose on mobile devices using human model with BlazePose GHUM Holistic
Real-time 3D human pose on mobile devices using human model with BlazePose GHUM Holistic
BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation
arXiv paper abstract https://arxiv.org/abs/2206.11678
arXiv PDF paper https://arxiv.org/pdf/2206.11678.pdf
… present BlazePose GHUM Holistic, a lightweight neural network pipeline for 3D human body landmarks and pose estimation, specifically tailored to real-time on-device inference.
BlazePose GHUM Holistic enables motion capture from a single RGB image including avatar control, fitness tracking and AR/VR effects.
… main contributions include i) a novel method for 3D ground truth data acquisition, ii) updated 3D body tracking with additional hand landmarks and iii) full body pose estimation from a monocular image.
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