text-image-denoiser

deep learning models trained to denoise/deblur text images (signle frame, multi-frame) [pytorch]

benchmark dataset: LP HDR dataset

Model-1: U-Net

s&p + gaussian blur
single frame
real noise map

Loss plot

Denoised samples

Pre-trained model