A web service to predict the brain tumor segmentations of 3D brain MRI images.
Below is a web page example of the prediction result.
Assumes that you run the scripts using python3 and that your tensorflow (v1.15) is supported by GPUs.
Install the necessary packages as follows:
pip3 install -r requirements.txt
Then create a seg_model directory, to store your segmentation model files.
mkdir segmodel
Put your model architecture saved as a json file into segmodel/segmodel_architecture.json and its weights saved as a hd5 file into segmodel/segmodel_weights.h5
Then start django webserver (in port 8000 as of now) as follows:
python manage.py runserver 0:8000