grip-unina/SyntheticImagesAnalysis

Training code for fingerprints

legion-s opened this issue · 2 comments

legion-s commented

Can you share the training code for fingerprints

RCorvi commented

Hi thank you for your interest. You can find the code to train the denoiser at the following link. In the paper we use a sigma equal to 1.

legion-s commented

@RCorvi Thanks for your answer, but I still want to know some training details:

  1. The dataset used for training (dataset description) and the resolution of the training image (original or cropped)
  2. When training, whether the convolutional layer of the neural network uses padding, and if so, what is the padding parameter?
  3. Loss of use.
  4. I see that the network you use when generating noise residuals does not use padding. Is padding not used during network training?