jideilori/ocr-ml

A custom OCR built with HOG and logistic regression

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Emerging

Need to automatically read specific text from images, like license plates or product codes, where standard OCR struggles? This tool helps you create a specialized system to recognize characters or numbers that look a certain way in your particular images. You provide example images with the text highlighted, and it learns to extract that information for you, outputting the recognized text.

No commits in the last 6 months.

Use this if you have a very specific type of text (e.g., car license plates, part numbers on labels) that appears consistently in your images and off-the-shelf OCR isn't accurate enough.

Not ideal if you need to read general document text, handwriting, or highly variable fonts and layouts, as it requires tailored training for specific patterns.

license-plate-recognition data-extraction-from-images custom-text-recognition image-data-capture automated-data-entry
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 5 / 25
Maturity 16 / 25
Community 14 / 25

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Stars

9

Forks

3

Language

Jupyter Notebook

License

GPL-3.0

Last pushed

Jun 04, 2021

Commits (30d)

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