Deep learning cat prey detector - Raspberry Pi

We've all been able to check on our kitties' outdoor activities for a while now, thanks to motion-activated cameras. "Did you already make dinner? I stopped on the way home to pick this up for you." But what's eluded us "owners" of felines up until now is the ability to stop our furry companions from bringing home mauled presents we neither want nor asked for. Now this Raspberry Pi–powered machine learning build, shared by reddit user u/eee_bume, can help us out: at its heart, there's a convolutional neural network cascade that detects whether a cat is trying to enter a cat flap with something in its maw.