Advancements in Image Classification using Convolutional Neural Network
Computer Vision and Pattern Recognition
2019-05-27 v1 Artificial Intelligence
Abstract
Convolutional Neural Network (CNN) is the state-of-the-art for image classification task. Here we have briefly discussed different components of CNN. In this paper, We have explained different CNN architectures for image classification. Through this paper, we have shown advancements in CNN from LeNet-5 to latest SENet model. We have discussed the model description and training details of each model. We have also drawn a comparison among those models.
Cite
@article{arxiv.1905.03288,
title = {Advancements in Image Classification using Convolutional Neural Network},
author = {Farhana Sultana and A. Sufian and Paramartha Dutta},
journal= {arXiv preprint arXiv:1905.03288},
year = {2019}
}
Comments
9 pages, 15 figures, 3 Tables. Submitted to 2018 Fourth International Conference on Research in Computational Intelligence and Communication Networks(ICRCICN 2018)