IMAGE CLASSIFICATION USING CONVOLUTIONAL NEURAL NETWORKS

Abstract

Image classification is a process in computer sense that can analyse an image with its features and visual content. In this paper we will understand about image classification using convolutional neural networks. Convolutional neural network(CNN) is widely used in deep learning, and it is also used in image classification systems. Convolutional neural networks,  a part of deep neural networks, used mainly for the visual image analyzer.

In this paper, we are using keras and tensorflow which are library developed by python. A huge number of images of oranges, apples, pineapples, grapes and bananas are taken as dataset for classification. We cropped the images in same size and trained them to system.