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animal-pose-estimation

Here are 14 public repositories matching this topic...

mmpose

open-mmlab / mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

Updated Aug 7, 2024
Python

DeepLabCut

DeepLabCut / DeepLabCut

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

deep-learning toolbox behavior-analysis pose-estimation labeling-tool feature-detectors keypoint-tracking deeplabcut keypoint-detection animal-pose-estimation

Updated Nov 13, 2024
Python

sleap

talmolab / sleap

A deep learning framework for multi-animal pose tracking.

deep-learning behavior-analysis leap pose-estimation animal-tracking animal-pose-estimation sleap

Updated Nov 2, 2024
Python

DeepPoseKit

jgraving / DeepPoseKit

a toolkit for pose estimation using deep learning

python machine-learning deep-learning tensorflow keras estimation neural-networks behavior-analysis animal pose-estimation pose deepposekit animal-pose-estimation

Updated Jul 7, 2022
Python

wormpose

iteal / wormpose

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

python machine-learning computer-vision deep-learning neural-network tensorflow synthetic-images behavior-analysis elegans worm pose-estimation c-elegans synthetic-dataset-generation tensorflow2 animal-pose-estimation tierpsy wormpose

Updated Jul 6, 2023
Python

paninski-lab / deepgraphpose

DeepGraphPose

keypoint-tracking keypoint-detection animal-pose-estimation

Updated Nov 27, 2022
Python

JARVIS-MoCap / JARVIS-HybridNet

JARVIS Markerless 3D Motion Capture Pytorch Library

machine-learning motion-capture pose-estimation multi-camera-tracking 3d-pose-estimation 3d-tracking animal-pose-estimation markerless-tracking

Updated Nov 27, 2023
Python

JARVIS-MoCap / JARVIS-MoCap

3D Markerless Tracking Toolbox

deep-learning pose-estimation 3d-pose-estimation animal-pose-estimation multi-camera-pose-estimation

Updated Sep 6, 2022

ChennyDeng / MM-APE

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

multi-modality animal-pose-estimation

Updated Oct 15, 2024

JARVIS-MoCap / JARVIS-AcquisitionTool

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

camera-acquisition camera-access flir-cameras animal-pose-estimation markerless-tracking online-jpeg-encoder multi-camera-synchronization

Updated Dec 15, 2023
C++

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

benchmark deep-learning dataset transfer-learning pose-estimation few-shot-learning pre-training pose-tracking animal-pose-estimation vision-transformer

Updated May 15, 2024
Python

neelimishra / deep-graph-pose

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

python computer-vision deep-learning tensorflow scikit-image animal-pose-estimation

Updated Jul 13, 2021
Python

padillacoreanolab / SLEAP_Data

Scripts and commands to run SLEAP for animal pose estimtion

machine-learning analysis animal-pose-estimation

Updated Oct 16, 2022

padillacoreanolab / ml_behavioral_quantification

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

machine-learning random-forest animal-pose-estimation behavioral-quantification

Updated Oct 24, 2022
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