venkatramnank/braintumorclassification

Python project Implementation for Brain Tumor Classification

Brain Tumor Classification

Aim

This project uses ML and CNN in order to classify if the image of Brain MRI (top) scan has tumor or not.

Resources

The data can is available as zip file

Description

The binary classification of Brain Tumor MRI scans is obtained using a CNN model. The Image generator for the model undergoes Image augmentation before being given as input. The final accuracy obtained is 58 percent. The low accuracy is obtained due to absence of proper hyper parameter tuning and better model architecture.

Below are some image predicted correctly.

Initiative

This project comes under the initiative to delve into usage of Deep learning in Medical Imaging field.

Contact

For any doubts or contributions please contact [email protected] .