We delineate the borders of the brain tumors gliomas using different Transformer-based Deep Learning Models.
First, install dependencies
# clone project
git clone https://github.com/ynes99/BraTS_Segmentation
# install project
cd BraTS_Segmentation
pip install -e .
pip install -r requirements.txt
Next, The Jupiter Notebook dataset exploration helps us explore the dataset used in this project which is the BRATS dataset.
In The Notebook Segment_Anything_Model we have the necessary preprocessing for the data to be inputted directly into the model.
- SAM
- Trans-U-Net (Progress)
- Swin-U-Net
This is the written report for this internship : Presentation end of studies internship.pdf.
demo.mp4
@misc{Ines,
title={Delineation of Brain Tumors for CAD},
author={Ines Bouhelal},
year={2023}
}