/Retinal-Image-GAN

Primary LanguagePython

Retinal-Image-GAN

Code for "GAN-Based Intelligent Generation of Retinal Images" in Participate in Research Program at Shanghai Jiao Tong University.

I am exploring two ways to generate normal retinal images:

  • DCGAN-based network to generate more normal retinal images and compare them with retinal image with lesion.

Sample Result:

  • cGAN-based network to pix-to-pix generate normal retinal images correspond to lesion image.