Selective-Guided-Adversarial-Adaptation
Selective Guided Adversarial Adaptation for Cross-device OCT Images Segmentation
Overview
The yellow and the green arrows indicate the source and target domain paths, respectively. The black dashed arrows denote the selective parameter guidance, and the red dashed arrows represent the adversarial learning.
Requirements
Get Started
Using the train_SGAA.py and test.py to train and test the model on your own dataset,respectively.
COLA: Cross-device OCT LAyer segmentation Dataset
The information about the COLA dataset could be seen in the following link: https://imed.nimte.ac.cn/cola.html