Comment by bobosha

you could do the following, use a webcam :

1. build a yolo based cat detector to detect where yuri is

2. then build an action recognition on video (there are many good action recognition approaches such as videoMAE etc that could be leveraged to detect normal cat activity vs abnormal activity.

hope that helps.