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Some ideas:

Take only a frame from the video, like a photo. It work for me.

Try houghcircles approximations instead of rectangle for contours, this is an example

Try using lights with green filters, almost all cameras work better with green lights.

I'm also working with object recognition for logistics procedures. Be in touch.