zabir-nabil / text-image-denoiser

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

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

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Denoised samples

Pre-trained model

drive link