Super Resolution and Segmentation

Project URL: https://github.com/prajjwal1/super_resolution

  • Used a hybrid Unet with enhanced deep residual connections (EDSR)
  • Model was trained on Celeb A and FlickHQ with Pixel shuffling and Perceptual Loss
  • Pre-trained GAN was also used to compare the results with Unet model