There are 0 repository under 2d-unet topic.
This project uses the 2D U-Net architecture to make a machine learning model to segment a brain tumor in an MRI scan of brain. This project was done in Python and used various libraries and frameworks including Tensorflow (keras), numpy, pandas, and more. This program creates 4 different U-Net models, each with different depth (2, 3, 4, and 5). I then train these on the training set and evaluate them on the validation set.
Brain Tissue Segmentation on IBSR18 Dataset