Instance delienation

[AlexTS1980]

I have a challenging object segmentation problem, with bad lighting, multiple shadows and objects (cows) of different colours.

I've been able so far to detect and correctly classify some instances of the class 'cow' using a different CNN algorithm, but I can't delineate between instances of it (i.e. tell 'this is where cow1 ends and cow2 begins'). Can rcnn-depth handle this problem (I don't have matlab installed on my computer, so I haven't tried it yet)?