Extracting Structured Data from Scanned Documents: OCR Plus Field Validation

1. 1Scan documents using an OCR tool like Tesseract-OCR to extract text
2. 2Apply field validation techniques to identify and correct errors in extracted data
3. 3Use machine learning algorithms to improve OCR accuracy and validate extracted fields
4. 4Integrate the OCR and validation process into a larger workflow using automation tools like Zapier or Apache Airflow
5. 5Test and refine the process to ensure high accuracy and reliability of extracted data

Data scientists, software engineers, and DevOps teams can benefit from this technique to automate data extraction and improve data quality

💡 Combining OCR with field validation can significantly improve the accuracy of extracted data from scanned documents

Extract structured data from scanned docs with OCR + field validation! #datascience #automation