animal-pose-estimation

There are 14 repositories under animal-pose-estimation topic.

mmpose
open-mmlab / mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
animal-pose-estimation benchmark cpm crowdpose face-keypoint freihand hand-pose-estimation higher-hrnet hourglass hrnet human-pose mmpose mpii mspn ochuman pose-estimation pytorch rsn rtmpose udp
Language:Python 5506
DeepLabCut
DeepLabCut / DeepLabCut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
animal-pose-estimation behavior-analysis deep-learning deeplabcut feature-detectors keypoint-detection keypoint-tracking labeling-tool pose-estimation toolbox
Language:Python 4505
sleap
talmolab / sleap
A deep learning framework for multi-animal pose tracking.
pose-estimation deep-learning behavior-analysis sleap leap animal-pose-estimation animal-tracking
Language:Python 419
DeepPoseKit
jgraving / DeepPoseKit
a toolkit for pose estimation using deep learning
deep-learning python keras pose-estimation behavior-analysis machine-learning tensorflow neural-networks deepposekit animal-pose-estimation animal pose estimation
Language:Python 388
wormpose
iteal / wormpose
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
python machine-learning deep-learning pose-estimation animal-pose-estimation tensorflow tensorflow2 c-elegans worm synthetic-dataset-generation synthetic-images neural-network tierpsy behavior-analysis elegans wormpose computer-vision
Language:Python 45
JARVIS-MoCap / JARVIS-HybridNet
JARVIS Markerless 3D Motion Capture Pytorch Library
3d-tracking machine-learning motion-capture markerless-tracking 3d-pose-estimation animal-pose-estimation multi-camera-tracking pose-estimation
Language:Python 32
paninski-lab / deepgraphpose
DeepGraphPose
animal-pose-estimation keypoint-detection keypoint-tracking
Language:Python 32
JARVIS-MoCap / JARVIS-MoCap
3D Markerless Tracking Toolbox
3d-pose-estimation animal-pose-estimation deep-learning pose-estimation multi-camera-pose-estimation
23
JARVIS-MoCap / JARVIS-AcquisitionTool
AcquisitionTool to record multi-camera recordings for the JARVIS 3D Markerless Pose Estimation Toolbox
animal-pose-estimation camera-access camera-acquisition flir-cameras markerless-tracking multi-camera-synchronization online-jpeg-encoder
Language:C++ 19
ViTAE-Transformer / APTv2
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
animal-pose-estimation benchmark dataset deep-learning few-shot-learning pose-estimation pose-tracking pre-training transfer-learning vision-transformer
Language:Python 9
neelimishra / deep-graph-pose
Semi-supervised animal pose estimation technique that leverages spatiotemporal information from videos, resulting in fewer required training labels.
python tensorflow computer-vision animal-pose-estimation deep-learning scikit-image
Language:Python 1
padillacoreanolab / ml_behavioral_quantification
Using Machine Learning to predict the outcome of a reward competition from body parts' location in mouse behavioral data
animal-pose-estimation machine-learning random-forest behavioral-quantification
Language:Jupyter Notebook 0
padillacoreanolab / SLEAP_Data
Scripts and commands to run SLEAP for animal pose estimtion
analysis animal-pose-estimation machine-learning