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macedonian-ocr-v7
mjurukov/macedonian-ocr-v7
macedonian-ocr-v7 is a machine learning model from mjurukov. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-4.0.
Fine-tuned PaddleOCR PP-OCRv5 recognition model for Macedonian Cyrillic text in scanned books.
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Public
Updated Apr 16, 2026
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77.7 MB
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At a glance
- License
- cc-by-4.0
- Access
- Public
- Created
- Apr 16, 2026
- Updated
- Apr 16, 2026
- SHA
- b8925840
Model card
From the Hugging Face model README
Macedonian OCR V7
Fine-tuned PaddleOCR PP-OCRv5 recognition model for Macedonian Cyrillic text in scanned books.
Results
| Engine | CER | WER | MK-Acc |
|---|---|---|---|
| V7 (this model) | 0.45% | ~2% | 99.6% |
| Tesseract (mkd) | 2.15% | 6.3% | 96.3% |
| V5 (previous) | 2.21% | 3.9% | 99.2% |
Usage
Training
- Base model: PP-OCRv5 SVTR_LCNet with MultiHead (CTC + NRTR)
- Dictionary: 170 characters — full Macedonian Cyrillic, Latin, digits, punctuation
- Training data: 583k synthetic line images rendered from real Macedonian book text
- Detection tuning: thresh=0.25, box_thresh=0.30, unclip=2.2
License
Model weights: CC BY 4.0 — free to use, modify, and redistribute with attribution.
Code: MIT
Links
- License
- cc-by-4.0
- Languages
- mk
- Created
- Apr 16, 2026
- Updated
- Apr 16, 2026