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A Survey of Deep Learning Methods and Software tools for Image Classification and Object Detection - 2016

A Survey Of Deep Learning Methods And Software Tools For Image Classification And Object Detection

Research Area:  Machine Learning

Abstract:

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.

Keywords:  

Author(s) Name:  P. N. Druzhkov & V. D. Kustikova

Journal name:  Pattern Recognition and Image Analysis

Conferrence name:  

Publisher name:  Springer

DOI:  10.1134/S1054661816010065

Volume Information:  volume 26, pages: 9–15 (2016)