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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

UNet
  • [x] s&p + gaussian blur
  • [x] single frame
  • [ ] real noise map

Loss plot

UNet loss

Denoised samples

Pre-trained model

drive link

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verified publisher icon zabir-nabil

Metadata

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

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