SuperAnimal models pretrained for plug-and-play analysis of animal behavior

no code implementations • 14 Mar 2022 • Shaokai Ye, Anastasiia Filippova, Jessy Lauer, Maxime Vidal, Steffen Schneider, Tian Qiu, Alexander Mathis, Mackenzie Weygandt Mathis

Quantification of behavior is critical in applications ranging from neuroscience, veterinary medicine and animal conservation efforts.

Animal Pose Estimation Transfer Learning

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

1 code implementation • 1 Sep 2020 • Alexander Mathis, Steffen Schneider, Jessy Lauer, Mackenzie W. Mathis

Extracting behavioral measurements non-invasively from video is stymied by the fact that it is a hard computational problem.