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Need help with finding containers that are running empty

I would like help creating an example that will read an image with several differently shaped containers (square, circle, cylinder) and determine if those containers are full, mostly full, mostly empty, and empty. Can someone help tell me if that is possible and how to do it? I was thinking about calculating the available volume, but am up for suggetions.