Mouse Action Recognition System (MARS) trained models, version 1.8

Abstract

This dataset contains trained neural network models for mouse detection and pose estimation, and trained classifiers for mouse behavior annotation. These model files accompany the MARS end-user software posted at https://github.com/neuroethology/MARS, for MARS version 1.8. To use these trained models, download the models.zip file and unzip into MARS/mars_v1_8/models. See https://github.com/neuroethology/MARS for documentation on using these models from within MARS. We also include two short sample videos of interacting mice (in sample_videos.zip) that can be used to test your MARS installation.Related Publication: The Mouse Action Recognition System (MARS): a software pipeline for automated analysis of social behaviors in mice Segalin, Cristina Caltech Williams, Jalani Caltech Karigo, Tomomi Caltech Hui, May Caltech Zelikowsky, Moriel Caltech Sun, Jennifer J. Caltech Perona, Pietro Caltech Anderson, David J. Caltech Kennedy, Ann Caltech https://doi.org/10.1101/2020.07.26.222299 engContact person: Ann Kennedy [email protected]