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The CBIR term has been widely used to describe the process of retrieving desired images from a large collection on the basis of features (such as color, texture and shape) that can be extracted from the images themselves. In this paper, we have proposed an image retrieval system on the basis of classification using Support Vector Machine (SVM) which is implemented in MATLAB with the help of Gabor...