Research Area:  Machine Learning
Deep learning methods for image classification and object detection are overviewed. In particular we consider such deep models as autoencoders, restricted Boltzmann machines and convolutional neural networks. Existing software packages for deep learning problems are compared.
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Author(s) Name:  P. N. Druzhkov & V. D. Kustikova
Journal name:  Pattern Recognition and Image Analysis
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Publisher name:  Springer
DOI:  10.1134/S1054661816010065
Volume Information:  volume 26, pages: 9–15 (2016)
Paper Link:   https://link.springer.com/article/10.1134/s1054661816010065