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Image Classification Using Convolutional Neural Networks

International Journal of Advancements in Research & Technology, Volume 3, Issue 6, June-2014 1661 ISSN 2278-7763 IJSER 2014 Image Classification Using Convolutional Neural Networks Deepika Jaswal, , Abstract deep Learning has emerged as a new area in machine learning and is applied to a number of signal and Image main purpose of the work presented in this paper, is to apply the concept of a deep Learning algorithm namely, Convolutional Neural Networks (CNN) in Image Classification . The algorithm is tested on various standard datasets, like remote sensing data of aerial images (UC Merced Land Use Dataset) and scene images from SUN database.

Since 2006, deep structured learning, or more commonly . called deep learning or hierarchical le. arning, has emerged as a new area of machine learning research [2]. Several definitions are available for Deep Learning; coating one of the many defi-nitions from [2] Deep Learning is defined as: A class of ma-

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