Hi @Sharma, Manish , Thanks for using Microsoft Q&A Platform.
I don't think there is such service to identify whether a word is circled or not. But you can try Azure Form Recognizer service as it can be used to extract text and data from forms. It uses machine learning-based optical character recognition (OCR) to extract key-value pairs, selection marks, tables, and text from documents such as invoices, receipts, and forms.
There are some pre-built models you can try those to get start with: https://learn.microsoft.com/en-us/azure/applied-ai-services/form-recognizer/quickstarts/try-form-recognizer-studio?view=form-recog-3.0.0
As mentioned, you can try custom text classification service to classify text into multiple categories or classes: https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/custom-text-classification/quickstart?tabs=multi-classification&pivots=rest-ap
I hope this helps.
Regards,
Vasavi
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