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Convolutional neural network for sharpening text in images

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TextSharpener

This is the code behind the following post: https://gardarandri.github.io/TextSharpener/.

Usage

Currently the code needs cleaning but can be tinkered with.

  • model/model.py is used for training and inference.
  • generator/GenImages.py is used to generate training data.
  • savedmodels contains a pretrained model.

Examples

The following are examples from the validation set after training.

Left: The original image, Middle: The blurred image, Right: The outputted image after training.

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Convolutional neural network for sharpening text in images

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