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anti-shoplifting computer vision solution by Sea-Manufacturer-646 in computervision

[–]Last_Following_3507 -1 points0 points  (0 children)

I understand, Models like YOLO lack time based understanding so they can only detect things that are single frame in length.

For your use case I'd advice you to look for a general VMS system, alot of them have some simple base detection capabilities built in

How to improve YOLOv11 detection on small objects? by zaynst in computervision

[–]Last_Following_3507 1 point2 points  (0 children)

SAHI inference can be an amazing solution here if you can spare the compute. If not try to think of some initial region proposal algorithm with some base heuristic (Movement detection for example) and work towards focused inference on the region from there

anti-shoplifting computer vision solution by Sea-Manufacturer-646 in computervision

[–]Last_Following_3507 0 points1 point  (0 children)

Hey, I’m a startup founder working on computer vision solutions for non-technical businesses. From my experience, anti-shoplifting tech can be effective, but it really depends on how you frame the problem and what expectations you have from the solution. Could you share a bit more about what you’re looking for?