How to read Caligraphy text in meaningful information - UI path > Document understanding> Data Extraction> Calligraphy text

Hi all…, I have been working on Document understanding in UI path. I am having challenges while extracting the Caligraphy text. I have used “Form-based” and “intelligent form-based extractor” for text extraction - both the extractor could not read the text in meaningful information. like ℬ𝒶𝒸𝒽ℯ𝓁ℴ𝓇 would be extracted as “Eathetor”).enter image description here trying to use Ml extractor- but their API and Endpoint are not available for the document type, on which I am working (Indian State board mark sheet). I have a thought to Design a “customize ML extractor” ( training extractor to read calligraphy text and extract it) but do not have a path - from where to start.
If anybody has worked on it or could have found other solutions to read calligraphy text then please share.

I will welcome your suggestions

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hi there, for different fonts or cursive handwriting, your best bet is to use the machine learning extractor. you dont need a custom ML extractor, you need to select UiPath document understanding package from ML packages.

Then create your dataset and train it under this ML package.

Good luck!

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Hi @sharon.palawandram ,
thanks for sharing the details. let me try what you have shared, if anything comes in meanwhile, I will update.

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