Develop Predictive Analytics Model
Budget: ₹750 – ₹1,250 INR
Project Title:
Pagination Number Recognition and Validation for Government PDF Documents
Summary:
-Develop a machine learning model to recognize numbers inside circled pagination marks in government archival PDFs and validate the pagination sequence. The solution will flag anomalies such as OCR misreads, missing numbers, duplicates, and true pagination errors.
Key Requirements:
-Develop a number recognition model (OCR/classifier) for circled digits.
-Preprocess and analyze cropped digit images.
-Validate pagination sequences and detect anomalies.
-Generate structured output reports (CSV/JSON) with detected numbers, confidence, and suggested corrections.
Ideal Skills and Experience:
-Experience in OCR and image-based number recognition.
-Proficiency in preprocessing and analyzing scanned document images.
-Familiarity with sequence validation logic and anomaly detection.
-Experience generating structured reports for downstream usage.
Pagination Number Recognition and Validation for Government PDF Documents
Summary:
-Develop a machine learning model to recognize numbers inside circled pagination marks in government archival PDFs and validate the pagination sequence. The solution will flag anomalies such as OCR misreads, missing numbers, duplicates, and true pagination errors.
Key Requirements:
-Develop a number recognition model (OCR/classifier) for circled digits.
-Preprocess and analyze cropped digit images.
-Validate pagination sequences and detect anomalies.
-Generate structured output reports (CSV/JSON) with detected numbers, confidence, and suggested corrections.
Ideal Skills and Experience:
-Experience in OCR and image-based number recognition.
-Proficiency in preprocessing and analyzing scanned document images.
-Familiarity with sequence validation logic and anomaly detection.
-Experience generating structured reports for downstream usage.