DeepLabCut

All

21 repositories

DeepLabCut
Public
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
deep-learning toolbox behavior-analysis labeling-tool feature-detectors keypoint-tracking deeplabcut keypoint-detection animal-pose-estimation pose-estimation
Python
•
GNU Lesser General Public License v3.0
•1.7k•4.7k•24•6•Updated Nov 22, 2024Nov 22, 2024
.github
Public
0•0•0•0•Updated Nov 9, 2024Nov 9, 2024
napari-deeplabcut
Public
a napari plugin for labeling and refining keypoint data within DeepLabCut projects
gui pose-estimation labeling-tool deeplabcut keypoint-labeling
Python
•
GNU Lesser General Public License v3.0
•23•52•13•6•Updated Oct 25, 2024Oct 25, 2024
DLClibrary
Public
DLClibrary is a lightweight library supporting universal functions for the DeepLabCut ecosystem.
deeplabcut
Python
•
GNU Lesser General Public License v3.0
•4•5•1•0•Updated Oct 18, 2024Oct 18, 2024
DeepLabCut-live-GUI
Public
GUI to run DeepLabCut on live video feed
pose-estimation animal-behaviour gui camera video-recording deeplabcut
Python
•
GNU General Public License v3.0
•19•58•11•0•Updated Oct 14, 2024Oct 14, 2024
benchmark
Public
Python
•
Other
•1•1•1•2•Updated Sep 16, 2024Sep 16, 2024
DLC2NWB
Public
Utilities to convert DeepLabCut (DLC), output to/from Neurodata Without Borders (NWB) format.
nwb deeplabcut nwb-format
Python
•
MIT License
•7•14•5•1•Updated Jun 19, 2024Jun 19, 2024
DeepLabCut-live
Public
SDK for running DeepLabCut on a live video stream
real-time pose-estimation optogenetics tracking-algorithm deeplabcut
Python
•
Other
•50•192•9•9•Updated Feb 15, 2024Feb 15, 2024
DeepLabCut-live-pytorch
Public
[WIP] Brand new DLC-live introduced with DLC3. All inference and training code in PyTorch.
GNU Affero General Public License v3.0
•0•8•1•0•Updated Feb 4, 2024Feb 4, 2024
DLCutils
Public
Various scripts to support deeplabcut and what to do afterwards!
behavior-analysis clustering-algorithm deeplabcut
Jupyter Notebook
•67•144•2•1•Updated Oct 26, 2023Oct 26, 2023
DeepLabCut-Workshop-Materials
Public
Workshop material for using DeepLabCut
pose-estimation aninmal-behavior workshop-materials deeplabcut deeplabcut-workshop-materials
Jupyter Notebook
•36•139•0•0•Updated Oct 11, 2023Oct 11, 2023
UnitTestData
Public
GNU General Public License v3.0
•1•0•0•0•Updated Sep 11, 2023Sep 11, 2023
DLC-inferencespeed-benchmark
Public
A database of inference speed benchmark results on various platforms and architectures
Ruby
•
MIT License
•4•4•1•1•Updated Sep 1, 2022Sep 1, 2022
maDLC_NatureMethods2022
Public
Repository for reproducing results in Lauer et al. 2022
Jupyter Notebook
•
GNU General Public License v3.0
•2•19•0•0•Updated Aug 1, 2022Aug 1, 2022
napari-DLCLabelingAlpha
Public
Python
•
MIT License
•5•13•0•0•Updated May 30, 2022May 30, 2022
Docker4DeepLabCut2.0
Public
Docker container for running DeepLabCut 2.0, 2.1 (linux support only). Now, DLC main supports 2.2+
docker-container pose-estimation deeplabcut docker ubuntu gpu
Jupyter Notebook
•26•50•1•0•Updated Sep 22, 2021Sep 22, 2021
Primer-MotionCapture
Public
A Primer on Motion Capture with Deep Learning:Principles, Pitfalls and Perspectives
pose-estimation deeplabcut
Jupyter Notebook
•
MIT License
•6•21•0•0•Updated Sep 11, 2021Sep 11, 2021
DeepLabCut_maDLC_DemoData
Public
Example DeepLabCut projects
Jupyter Notebook
•
GNU General Public License v3.0
•2•2•0•0•Updated Jul 28, 2021Jul 28, 2021
DeepLabCut-core
Public archive
Headless DeepLabCut (no GUI support)
deep-learning behavior-analysis pose-estimation deeplabcut pose-tracking
Python
•
GNU Lesser General Public License v3.0
•16•30•7•0•Updated Jun 30, 2021Jun 30, 2021
contrib
Public
Tools for contributing to the DLC Model Zoo
0•0•1•0•Updated Jun 12, 2020Jun 12, 2020
DeepLabCut-WebApp
Public
An alpha playground for a web-based labeling tool for DLC
pose-estimation deeplabcut labeling dlc
Python
•4•14•2•1•Updated Jun 9, 2020Jun 9, 2020