Advances in Convolutional Neural Networks
Authors: Khan, A.I. and Wani, M.A.
Journal: 12th Indiacom 5th International Conference on Computing for Sustainable Global Development Indiacom 2018
Pages: 3504-3510
Abstract:Convolutional Neural Networks are the most successful deep learning technique that has recentlyshown surprising resultsin the field of pattern recognition, classification, object detection etc. In this research paper we visualize and explain the general architecture of Convolutional Neural Network and review some of the successful CNN models that have achieved state-of-the-art performance in various areas of computer vision.There has been a continuous development in CNNs architecture in recent years. We alsosummarize a lot of the latest and important developments in the field of computer vision and CNNs.
Source: Scopus