Mayuur25 / Deep-Learning-Image-Segmentation-Dissertation

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

💡Project Overview

This project is performance comparsion and performing image segmentation on Brain MRI scans. I have used 3 deep learning models U-Net, Attention U-Net and Deeplabv3. Out of which Deeplabv3 has outperformed all other models. To run the project import the project in Kaggle and click on run all. The project may face some difficulty to run other platforms. It requires a strong GPU to run. Thanks for Reading.

🔗Data

TCGA_CS_4941_19960909_1 TCGA_CS_4941_19960909_1_mask

📈 Image Segmentation Prediction

p2 p1 p3

Result

re