Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning
We present MoVNect, a lightweight deep neural network to capture 3D human pose using a single RGB camera. To improve the overall performance of the model, we apply the teacher-student learning method based knowledge distillation to 3D human pose estimation. Real-time post-processing makes the CNN output yield temporally stable 3D …