animal-pose-estimation

OpenMMLab Pose Estimation Toolbox and Benchmark.

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

A deep learning framework for multi-animal pose tracking.

a toolkit for pose estimation using deep learning

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans

Towards Multi-Modal Animal Pose Estimation: An In-Depth Analysis

JARVIS Markerless 3D Motion Capture Pytorch Library

Synthetic animal image dataset for pose and shape reconstruction.

DeepGraphPose

The official repo for the extension of [NeurIPS'22] "APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking": https://github.com/pandorgan/APT-36K

3D Markerless Tracking Toolbox

AcquisitionTool to record multi-camera recordings for the JARVIS 3D Markerless Pose Estimation Toolbox

Animal Body Condition Score (BCS) Classification using deep learning and traditional ML approaches. Classifies animals into weight categories (Underweight/Healthy/Overweight) based on body length measurements from AP-10K animal pose dataset keypoints.

Semi-supervised animal pose estimation technique that leverages spatiotemporal information from videos, resulting in fewer required training labels.

Using Machine Learning to predict the outcome of a reward competition from body parts' location in mouse behavioral data

Scripts and commands to run SLEAP for animal pose estimtion