Automated Document Recognition (ADR)

Background

Automated Document Recognition (ADR) is the application of machine learning artificial intelligence models to understand document content and categories for organization of digital content. Companies in legal, logistics, finance, healthcare, and education can benefit from the use of ADR in their IT infrastructure.



Documents arrive in a variety of formats but the outcome is to extract text using OCR, then use machine learning for categorization of the document.

Solution



Python is used to process documents by running OCR, training a machine learning model, and providing AI based inference as a web service. Deployment is done using Docker and FastAPI webservice to allow for horizontally scalable near real-time use cases. Integration into existing IT infrastructure is streamlined via the internally deployed API.

Github repo: https://github.com/ahsin-s/automated-document-recognition/tree/main



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