This repository contains backbone weights for
DeepLabCut models [1]. These weights are downloaded
automatically in DeepLabCut when a model architecture requiring them is used.
The CSPNeXt backbone was first introduced in
RTMDet: An Empirical Study of Designing
Real-Time Object Detectors [2], and then used in
RTMPose: Real-Time Multi-Person Pose
Estimation based on MMPose [3]. These model weights are adapted from the
CSPNeXt
weights pre-trained on 7 public human pose estimation benchmarks
released with the RTMPose models. Available variants are
CSPNeXT-s,
CSPNeXT-m, and
CSPNeXT-x.
