README.md

metadata

license: apache-2.0

DeepLabCut - Human body pose estimation models

This repository contains weights for DeepLabCut human pose estimation models [1].

Models

RTMPose

Weights for RTMPose (Real-Time Multi-Person Pose Estimation based on MMPose) [2] are adapted from the snapshots released with the RTMPose models, trained on 7 public human pose estimation benchmarks.

References

1. Alexander Mathis, Pranav Mamidanna, Kevin M. Cury, Taiga Abe, Venkatesh N. Murthy, Mackenzie W. Mathis, Matthias Bethge. DeepLabCut: markerless pose estimation of user-defined body parts with deep learning. In Nature Neuroscience, 21, 1281–1289 (2018).
2. Tao Jiang, Peng Lu, Li Zhang, Ningsheng Ma, Rui Han, Chengqi Lyu, Yining Li, Kai Chen. RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose. ArXiv, abs/2303.07399, 2023.