Clustering, a class of unsupervised learning methods, has been extensively studied and applied in machine learning. By designing the training process, we are able to impose CNN with ability clustering. In this paper, propose binary clustering framework by implementing deep network instead barely acting as feature extractor. The proposed strategy consists five stages: elimination, seeding, germi...