$ Brain Tumor MRI Classification using Deep Learning

## Overview

I used different feature descriptors like Local Binary Pattern (LBP) and Histogram of Oriented Gradients (HOG) to extract features from MRI images using OTSU thresholding. I finetuned all layers of the transfer learning models like VGG-16, Resnet-18, Densenet-121 to get better classification rate.