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Classification of Image using Convolutional Neural Network …

Global Journal of Computer Science and Technology: D. Neural & Artificial Intelligence Volume 19 Issue 2 Version Year 2019. Type: Double Blind Peer Reviewed International Research Journal Publisher: Global Journals Online ISSN: 0975-4172 & Print ISSN: 0975-4350. Classification of Image using Convolutional Neural Network (CNN). By Md. Anwar Hossain & Md. Shahriar Alam Sajib Pabna University of Science & Technology Abstract- Computer vision is concerned with the automatic extraction, analysis, and understanding of useful information from a single Image or a sequence of images. We have used Convolutional Neural Networks (CNN) in automatic Image Classification systems. In most cases, we utilize the features from the top layer of the CNN for Classification ; however, those features may not contain enough useful information to predict an Image correctly.

Convolutional Neural Network extracts the feature maps from the 2D images by using filters. The Convolutional neural network considers the mapping ofimage pixels with the neighborhood space rather than having a fully connected layer of neurons. The Convolutional neural network has been proved to bea very dominant and

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