Alexander Mathis AlexEMG

• École Polytechnique Fédérale de Lausanne (EPFL)

• Geneva, CH
• https://www.mathislab.org/

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1. Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

   Python 5.5k 1.8k

2. Workshop material for using DeepLabCut

   Jupyter Notebook 147 37

3. Scipy Cookbook

   Jupyter Notebook 474 180

4. [ICCV 2023] Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity

   Python 101 14

5. [ICRA 2026] The official implementation of the paper "Reinforcement Learning-Based Motion Imitation for Physiologically Plausible Musculoskeletal Motor Control"

   Python 105 19

6. [CVPR 2024] HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields

   Python 84 3