duweidai/I2U-Net

I2U-Net: A Novel U-Net with Rich Information Interaction for Medical Image Segmentation

skin lesion segmentation

We take skin disease segmentation as an example to introduce the use of our model.

Data preparation

resize datasets (ISIC2018 and PH2) to 224*224 and saved them in npy format.

python data_preprocess.py

Train and Test

Our method is easy to train and test, just need to run "train_and_test_isic.py".

python train_and_test_isic.py