healthonrails / annolid

An annotation and instance segmentation-based multiple animal tracking and behavior analysis package.
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How to label "actions" in extracted frames #9

Closed Hatem-Jr closed 3 years ago

Hatem-Jr commented 3 years ago

I get the idea that we can put points on certain parts of the mouse and draw a polygon around it and label it as mouse, however I cannot get or not able to visualize the idea of labelling certain actions like: "rearing", "object investigation" or even "grooming" (although I'll only use "object investigation"), I don't quite get how to label the action itself because if done incorrectly it could result in the whole tracking video being "object investigation"

Thanks for the detectron link :D

healthonrails commented 3 years ago

You can name the polygon "rearing", "object investigation", or "grooming" instead of "mouse". Then the network will classify each mask into these actions.

Hatem-Jr commented 3 years ago

Good Idea thanks :D ps:- I asked a couple of more things on the "A Trained Model" issue