Is there a simple way to train on unlabeled datas?

Thanks a lot for the great work first. I'am new to deeplearning, but after a went through all the issue in this repository, i still fail to train on my own pictures without label. And can you please add more sample to finish this task, cause i think a lot of newer got stuck in this step and it is frequently asked.