[rckoepke]

Honestly, I'd recommend trying Google's AutoML. I'm not a shill or employee at all, I've just had really great luck with it identifying my cats (each by name) with only a small amount (couple hundred, low thousands) labeled frames.

In my case it probably used transfer learning on like a resnet-150 or inception or something. Regardless, it approaches the limits of what an expert in machine learning can accomplish, so you'll know very quickly whether you need higher quality video / yellow vests.