Automated Exams Grading with YOLOv11 and OCR IntegrationAutomated Exams Grading with YOLOv11 and OCR Integration
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Automated Exams Checker (using Yolo v11 + OCR )
I built an automated grading assistant that detects per-question marks from scanned mark sheets, calculates the total score, and exports results to a spreadsheet. Using YOLOv11 for region detection and OCR for reading numbers, the system works on low-quality scans and camera images.
Features:
1.Detects score boxes (Q1–Qn + Total area)
2. Extracts marks via OCR
3. Auto-calculates total marks
4. Validates totals / flags missing values
5. Batch processing support
6. Exports/updates results to Excel/Google Sheets
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