MARS - Mouse Action Recognition System

In this repoistory we present MARS, a mouse tracker and behavior classifier tool. Dataset, more info and documentation can be found on MARS website

The system pipeline is composed by 2 mouse detectors, a pose detector, features extraction and behavior classifiers.

In this repo:

• develop : all you need to build the pipepline step by step, from the annotation, detection, pose, behavior classifiers and export the models.
• gui: the MARS gui software ready to to use.

Prerequisites

• python2.7 (windows user, coming soon!)
• tensorflow 1.1

Supported video format

• seq (can be read with this utility)
• avi
• mpg

Behavior annotator used

• Caltech behavior annotator (part of Piotr's Toolbox)