MRI-tumor-segmentation

This repository aims to build a deep learning-based MRI tumor segmentation model using Tensorflow (utilized with UNET).

Dataset source: https://figshare.com/articles/dataset/brain_tumor_dataset/1512427

🚀 Getting Started

1. Clone this repository:

   git clone https://github.com/AidasBat/MRI-tumor-segmentation.git

2. Install dependencies

   pip install -r requirements.txt

3. Open Jupyter Notebook

   jupyter notebook

Results example

The images below contains:

Input image Ground truth Predicted mask