Midv-679

Overview MIDV-679 is a widely used dataset for document recognition tasks (ID cards, passports, driver’s licenses, etc.). This tutorial walks you from understanding the dataset through practical experiments: preprocessing, synthetic augmentation, layout analysis, OCR, and evaluation. It’s designed for researchers and engineers who want to build robust document understanding pipelines. Assumptions: you’re comfortable with Python, PyTorch or TensorFlow, and basic computer vision; you have a GPU available for training.

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import pytesseract cfg = "--psm 7 -c tessedit_char_whitelist=ABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789" text = pytesseract.image_to_string(field_img, config=cfg) Overview MIDV-679 is a widely used dataset for

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