MRI Segmentation using CNN

Data Visualization

Output Image	Ground Truth

Results

	Validation IOU	Validation Loss
Upsample	0.752	0.144
Convtrans2d	0.783	0.134
Skip Connections	0.743	0.149

Training IOU Plot

Validation IOU Plot

Training Error Plot

Validation Error Plot

Installation

Use the package manager pip to install foobar.

pip install requirements.txt 

or

conda create --name <env> --file requirements.txt 

Usage

Train and Test

python codes/baseline/main.py

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT