Author : Ms.Bhapkar Ashwini. D and Mr.Bere Sachin

In this paper, we propose a cerebrum tumor division and classification strategy for multi-methodology attractive reverberation picture examines. The data from multi-modal brain tumor segmentation challenge are utilized which are coenrolled and skull stripped , and the histogram matching is performed with are ference volume of high contrast. We are distinguishing tumor by utilizing preprocessing , division, highlight extraction ,streamlining and finally classification after that preprocessed pictures use to order the tissue .We played out a forget about one cross-approval and accomplished 88 Dice overlap for the complete tumor area, 75 for the center tumor district and 95 for improving tumor locale, which is higher than the Dice cover detailed.

Keywords- Machine Learning, SVM Algorithm,K-Mean , spyder, pycharm