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Computer Vision
OCR Evaluation Suite
Multi-engine OCR benchmark with CER, F1, and audit trail reports
Production-grade OCR framework around PaddleOCR with F1 Score evaluation, Character Error Rate via Levenshtein distance, and timestamped audit trail reports. Replaces black-box OCR with auditable evidence — critical in regulated document intelligence.
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How it was built
OCR Evaluation Suite, from first question to shipped.
StatusShippedall stages complete
Stages4 / 4frame to ship
HeadlineF1 + CERaccuracy and error-rate metrics
Frame Passed
- Replace black-box OCR with auditable evidence
- Critical in regulated document intelligence
Build Passed
- Production-grade framework around PaddleOCR
- Tesseract and OpenCV, packaged with Docker
Validate Passed
- F1 score evaluation
- Character Error Rate via Levenshtein distance
Ship Passed
- Timestamped audit trail reports
- Live demo on HuggingFace