DeepLabCut

DeepLabCut

Geek Repo

DeepLabCut, a software package for animal pose estimation. Created by the A. and M.W. Mathis Labs

Location:EPFL

Home Page:deeplabcut.org

Twitter:@deeplabcut

Github PK Tool:Github PK Tool

DeepLabCut's repositories

DeepLabCut

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

Language:PythonLicense:LGPL-3.0Stargazers:4320Issues:126Issues:1824

DeepLabCut-live

SDK for running DeepLabCut on a live video stream

Language:PythonLicense:NOASSERTIONStargazers:175Issues:17Issues:65

DeepLabCut-Workshop-Materials

Workshop material for using DeepLabCut

Language:Jupyter NotebookStargazers:136Issues:18Issues:11

DLCutils

Various scripts to support deeplabcut and what to do afterwards!

Language:Jupyter NotebookStargazers:135Issues:15Issues:16

DeepLabCut-live-GUI

GUI to run DeepLabCut on live video feed

Language:PythonLicense:GPL-3.0Stargazers:52Issues:12Issues:24

Docker4DeepLabCut2.0

Docker container for running DeepLabCut 2.0, 2.1 (linux support only). Now, DLC main supports 2.2+

Language:Jupyter NotebookStargazers:50Issues:8Issues:31

napari-deeplabcut

a napari plugin for labeling and refining keypoint data within DeepLabCut projects

Language:PythonLicense:LGPL-3.0Stargazers:50Issues:5Issues:56

DeepLabCut-core

Headless DeepLabCut (no GUI support)

Language:PythonLicense:LGPL-3.0Stargazers:30Issues:6Issues:10

Primer-MotionCapture

A Primer on Motion Capture with Deep Learning:Principles, Pitfalls and Perspectives

Language:Jupyter NotebookLicense:MITStargazers:22Issues:7Issues:0

maDLC_NatureMethods2022

Repository for reproducing results in Lauer et al. 2022

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:16Issues:4Issues:0

DeepLabCut-WebApp

An alpha playground for a web-based labeling tool for DLC

DLC2NWB

Utilities to convert DeepLabCut (DLC), output to/from Neurodata Without Borders (NWB) format.

Language:PythonLicense:MITStargazers:12Issues:6Issues:12

DeepLabCut-live-pytorch

[WIP] Brand new DLC-live introduced with DLC3. All inference and training code in PyTorch.

DLC-inferencespeed-benchmark

A database of inference speed benchmark results on various platforms and architectures

Language:RubyLicense:MITStargazers:4Issues:6Issues:1

DLClibrary

DLClibrary is a lightweight library supporting universal functions for the DeepLabCut ecosystem.

Language:PythonLicense:LGPL-3.0Stargazers:4Issues:1Issues:3

DeepLabCut_maDLC_DemoData

Example DeepLabCut projects

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:2Issues:4Issues:0
Language:PythonLicense:NOASSERTIONStargazers:1Issues:3Issues:3
Stargazers:0Issues:2Issues:0

contrib

Tools for contributing to the DLC Model Zoo

Stargazers:0Issues:4Issues:2
License:GPL-3.0Stargazers:0Issues:2Issues:1