DeepLabCut

Repositories

• DeepLabCut

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

  deep-learning toolbox behavior-analysis pose-estimation labeling-tool feature-detectors keypoint-tracking
  Python LGPL-3.0 1,006 2,027 20 8 Updated Mar 23, 2021

• DeepLabCut-live

  SDK for running DeepLabCut on a live video stream

  real-time pose-estimation optogenetics tracking-algorithm deeplabcut
  Python 8 50 5 1 Updated Mar 15, 2021

• DeepLabCut-live-GUI

  GUI to run DeepLabCut on live video feed

  gui camera video-recording pose-estimation animal-behaviour deeplabcut
  Python GPL-3.0 5 12 4 0 Updated Mar 14, 2021

• DeepLabCut-core

  Headless DeepLabCut (no GUI support)

  deep-learning behavior-analysis pose-estimation deeplabcut pose-tracking
  Python LGPL-3.0 15 19 5 0 Updated Mar 14, 2021

• DLCutils

  Various scripts to support deeplabcut and what to do afterwards!

  behavior-analysis clustering-algorithm deeplabcut
  Jupyter Notebook 39 65 1 0 Updated Jan 31, 2021

• DLC-inferencespeed-benchmark

  A database of inference speed benchmark results on various platforms and architectures
  Ruby MIT 1 3 0 0 Updated Jan 7, 2021

• Docker4DeepLabCut2.0

  Docker container for running DeepLabCut 2.0+ (linux support only)

  docker ubuntu docker-container gpu pose-estimation deeplabcut
  Jupyter Notebook 27 43 1 0 Updated Dec 13, 2020

• DeepLabCut-Workshop-Materials

  Workshop material for using DeepLabCut

  workshop-materials pose-estimation deeplabcut aninmal-behavior deeplabcut-workshop-materials
  Python 24 69 0 0 Updated Nov 17, 2020

• Primer-MotionCapture

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

  pose-estimation deeplabcut
  Jupyter Notebook MIT 2 11 0 0 Updated Oct 14, 2020

• contrib

  Tools for contributing to the DLC Model Zoo
  0 0 1 (1 issue needs help) 0 Updated Jun 12, 2020

• DeepLabCut-WebApp

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

  labeling dlc pose-estimation deeplabcut
  Python 1 11 1 1 Updated Jun 9, 2020