koninik/WordStylist
Official PyTorch Implementation of "WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models" - ICDAR 2023
This tool helps researchers and developers in document image processing create new, realistic handwritten word images. You provide existing handwritten text examples and specify the desired text content, and it generates fresh images of those words in various authentic-looking handwriting styles. It's ideal for scientists and engineers working on tasks like text recognition or handwriting analysis.
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Use this if you need to generate high-quality synthetic handwritten word images to expand your dataset for training document analysis or text recognition models.
Not ideal if you're looking to convert existing digital text into a specific person's handwriting style or to create long-form handwritten documents.
Stars
83
Forks
14
Language
Python
License
MIT
Category
Last pushed
Jun 25, 2024
Commits (30d)
0
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