ImageDenoising

Training

For training the gaussian noise model, use the following command:

bash train_gaussian.sh 1e-4 hypersigma 2 l2 100

For training the complex noise model, use the following command:

bash train_complex.sh 1e-4 hypersigma 2 l2 100

Testing

For testing the Case 1, use the following command:

bash test.sh hypersigma ./checkpoints/hypersigma_gaussian_noise/model.pth

For testing the Case 2-5, use the following command:

bash test.sh hypersigma ./checkpoints/hypersigma_complex_noise/model.pth