Keypoint Detection Models Using MMPose

Abstract

This project focuses on developing and implementing keypoint detection models using the MMPose library.

Methodology

Details to come.

Key Findings

This work is now described in our preprint, "Adoption of MMPose, a general purpose pose estimation library, for animal tracking" (bioRxiv, March 2026).

Implications

Using common libraries allows for an end user to choose the best model for their specific use case, and allows for easy integration into existing pipelines.

Keywords