Yahoo's model could be fine-tuned: http://caffe.berkeleyvision.org/gathered/examples/finetune_f...

Yeah, it's definitely not a nice task but what's stopping someone (well, besides potential legal issues) from using these commercial APIs to create datasets programatically and training a cloned model from that?

I'm curious what the profit margins are on these APIs because I think they are way overpriced.