Do you want to do segementation and only segment shoes for example?
In that case, you need to have masks for your data. simply use applications such as labelme 3 (There are bunch of other apps and services you can use aside from labelme, check them out here(Awesom dataset tools) 2) and create yourself a dataset, then train your network on it and you are good to go!