Accelerated 2D and 3D pose estimation using semi-supervised learning
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
TRex, a fast multi-animal tracking system with markerless identification, and 2D estimation of posture and visual fields.
A deep learning framework for multi-animal pose tracking.
An annotation and instance segmentation-based multi-object tracking and behavior analysis package.
SimBA (Simple Behavioral Analysis): a pipeline and GUI for developing supervised behavioral classifiers from any major pose-estimation tool
Annotation-free multi-animal direction estimation using self-supervised learning
Markerless kinematics with any cameras — From 2D Pose estimation to 3D OpenSim motion
