DeepLabCut-Workshop-Materials icon indicating copy to clipboard operation
DeepLabCut-Workshop-Materials copied to clipboard

Workshop material for using DeepLabCut

Twitter Follow

Due to COVID-19, we needed to cancel our fall 2020 in-person workshops: we have now released our free self-paced online course!

CLICK HERE to lauch the interactive graphic to get started! (mini preview below)

Recent Workshop slides:

January, 2022:

  • Slides for Society of Integrative and Comparative Biology Workshop on DeepLabCut

DeepLabCut 2020 Workshop Materials:

Notice that details on installation, usage and examples can be found on the standard repository: https://github.com/DeepLabCut/DeepLabCut

Here, we share selected materials from our workshops for using DeepLabCut:

Demo session 1: project creation and labeling

Demo session 2: network selection training and evaluation

Demo session 3: analysis and active learning

Outlook slides on analysis avenues with postural data

Example script for automating analysis with deeplabcut

User guide for DeepLabCut published in Nature Protcols

And please check the GitHub documentation for more features and updates!

YouTube Tutorial Videos

Interactive Demos

You can also use Google Colaboratory to run the demo data (without any installation): Open in Colab

Notice that more demos can be found in the examples folder of the DeepLabCut github repo.

Past and present workshop schedule

  • January 2022: Workshop on DeepLabCut at the Society of Integrative and Comparative Biology Workshop in Phoenix, USA (slides available here)
  • October 2021: International Neural Regeneration Symposium Workshop 1: Machine & Deep Learning Models in Nantong, China
  • June 2021: Virtual visit to Marine Biological Laboratory, Woods Hole, MA as part of The Neural Systems and Behavior Course in Woods Hole -- see: https://twitter.com/NSB_MBL/status/1401548173798264837
  • December, 2020: DLC-live was published (one of the topics the hackathon contributed to!)
  • March 5-6, 2020: First DLC Hackathon: focus on hardware integration. Many exciting developments will appear -- Stay tuned!
  • Jan 16-17, 2020: Second Annual Workshop at the Rowland Institute at Harvard!
  • July 2019: Neural Data Science Course at Cold Spring Harbor Laboratory
  • June 2019: Marine Biological Laboratory, Woods Hole, MA as part of The Neural Systems and Behavior Course in Woods Hole. The ribbon fin tracking below is from that course. See http://www.mousemotorlab.org/deeplabcutdetails for more details.
  • June 29-July 6, 2019: CVSS 2019: Black Forest, Germany (http://orga.cvss.cc/)
  • Jan 28-29 2019: Workshop at the Rowland Institute at Harvard
  • Jan 7 2019: Marine Biological Laboratory, Woods Hole, MA (locally organized by Dr. Yisrael Schnytzer)
  • Dec 13-14 2018: Nencki Institute of Experimental Biology, Warsaw (locally organized by Mateusz Kostecki)
  • Dec 10-11 2018: Ludwig-Maximilians-University, Munich (locally organized by Kate Stynik)