A Full Stage Data Augmentation Method in Deep Convolutional Neural Network for Natural Image Classification

A Full Stage Data Augmentation Method in Deep Convolutional Neural Network for Natural Image Classification

Nowadays, deep learning has achieved remarkable results in many computer vision related tasks, among which the support of big data is essential. In this paper, we propose a full stage data augmentation framework to improve the accuracy of deep convolutional neural networks, which can also play the r...

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Bibliographic Details
Main Authors:	Qinghe Zheng, Mingqiang Yang, Xinyu Tian, Nan Jiang, Deqiang Wang
Format:	Article
Language:	English
Published:	Wiley 2020-01-01
Series:	Discrete Dynamics in Nature and Society
Online Access:	http://dx.doi.org/10.1155/2020/4706576
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