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I want to generate a dataset of binarized masks of scene-text images to use them to train a model. I have no previous experience in dataset synthesization especially related to font-rendering.

Can anyone provide me some links to articles/blogs/related-github-projects?

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Start with the following paper, and use it to seed a literature search using the usual methods.

Detecting Text in Natural Scenes with Stroke Width Transform. Boris Epshtein, Eyal Ofek, Yonatan Wexler. CVPR 2010.

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