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.
- 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.
- python2.7 (windows user, coming soon!)
- tensorflow 1.1
- seq (can be read with this utility)
- avi
- mpg
- Caltech behavior annotator (part of Piotr's Toolbox)