Unsupervised Representation Learning by Predicting Image Rotations

作者： Nikos Komodakis , Spyros Gidaris , Praveer Singh

DOI:

关键词: Computer science 、 Convolutional neural network 、 Machine learning 、 Self supervision 、 Semantic feature 、 Segmentation 、 Artificial intelligence 、 Labeled data 、 Manual annotation 、 Feature learning 、 Pascal (programming language)

摘要: … In our work we propose to learn image features by training ConvNets to recognize the … feature learning. We exhaustively evaluate our method in various unsupervised feature learning …