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denosing-dirty-docutments's Introduction

Denoising Diry Documents

This repository is an upload for a cv project.
We aim to clarify real text images.

Our model is a Denoising AutoEncoder which does not have any architectural difference with an original AE

The model was trained through colab
Directory should be changed when using the code

DataSet

Baseline dataset was brought from kaggle https://www.kaggle.com/c/denoising-dirty-documents/notebooks
We also provide novel data for training that was synthesized through photoshop

Results

Real Blur

Real Crumple

Real Shade

Synthesized Crumple

denosing-dirty-docutments's People

Contributors

yeolj00 avatar

Stargazers

Jungwoo Oh avatar

Watchers

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denosing-dirty-docutments's Issues

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