Pipeline for detecting and analyzing body parts of black and white mice using mask RCNN and inception coco. Can be used for 'fingerprinting' animals and individual identification.
- Weights for mouse resident intruder can be downloaded on OSF.
- Uses a modified version of labelme2coco to create coco.json formats from labelme output.
- Uses a modified version of create_coco_tf_record.py to create tf records from coco.json format.
- Example renderings on youtube: [1], [2], [3].
- Weights were created by labelling images using labelme and labelling 9 body-parts on each mouse.
