Project information
- Category: Neural Networks
- Project date: 01 November, 2020
- Project URL: https://yashagrawal5.github.io/github.io/
Brain Tumor Detection implemented by Deep Neural Network
Building a Convolutional neural network model that classifies if the subject has a tumor or not base on MRI scans. Processed TensorFlow and Keras to build the neural nets of 5 hidden layers, as data set is small so used data augmentation to increase trained data, applied computer vision libraries OpenCV, CV2, to process brain cropping from MRI scans.Used confusion matrix and accuracy to get the best result, got a result of 80% accuracy in this project.