Implementation of Brain Tumor Segmentation of 3D MRI Imagery in Pytorch.
Colab Demo Run
[
Diretory Structre
├── src
│ ├── data.py
│ ├── logger.py
│ ├── loss.py
│ ├── metrics.py
│ ├── models.py
│ ├── train.py
│ ├── utils.py
│ └── val.py
├── LICENSE
├── README.md
├── main.py
└── requirements.txt
ToDo:
- Research - Done
- Setup Directory Structre and Github - Done
- Solve for Data Download, Extract and Process - Done
- Dataset Class - Done
- Build 3D U net Model -Done
- Define Loss Function - Done
- Define Trainer - Done
- Define Validation -Done
- Define Logger
- Train the model
- Integrate wandb
- Observe and Fine Tune
- ReadMe
- Things to improve