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Technology powering spotless OCR

Photographed text or handwritten notes: UglyWriting gives you a clean document ready for review.

Accuracy benchmarks by use case

  • 99.9 % Screenshot
  • 99.2 % Old book photograph
  • 99.7 % Scanned handwritten notes
  • 99.5 % Handwritten notes photo
Use cases

Designed for every situation

These examples show how effective UglyWriting is. Results vary according to image quality and handwriting legibility.

Screenshot

Keeps logos, illustration, and navigation; perfectly recognises text and removes captions so the layout stays intact.
1 error out of 1,515 characters.

99.9% accuracy
Original handwritten document — Screenshot

Original image

Extracted text

Old book photograph

Preserves layout and footnotes despite tiny writing, aged paper, a near-century-old print, and a smartphone photo.
12 errors out of 1,626 characters.

99.2% accuracy
Original handwritten document — Old book photograph

Original image

Extracted text

School notes (scanned)

Deciphers most of the text despite notebook lines, handles hyphenation, ignores irrelevant elements, and keeps the original wording.
2 errors out of 593 characters.

99.7% accuracy
Original handwritten document — School notes (scanned)

Original image

Extracted text

School notes (smartphone photo)

Even with a quick snapshot, the text is reproduced very faithfully.
3 errors out of 593 characters.

99.5% accuracy
Original handwritten document — School notes (smartphone photo)

Original image

Extracted text

A better output than general-purpose OCR APIs

Our benchmarks show how UglyWriting stands out against generic solutions.

Figures based on our 2025 internal multilingual test suites across a panel of competitors.

Evaluated metric UglyWriting Competitors
Document fidelity ★★★★★ (near perfect) ★★★☆ (good)
Handwriting extraction Advanced model, dedicated training Experimental feature
Tables & illustrations Native tables + embedded images Image-to-text conversion only

Illustrations preserved

Diagrams, photos, and annotations keep their position so the document stays meaningful.

Rebuilt tables

Cells, headers, and merges are recreated in semantic HTML or DOCX table objects.

Easy-to-edit exports

Download DOCX or responsive HTML for quick review and edits.

Experience the difference on your documents

Scan or photograph a document: our pipeline delivers reliable text ready for refinement.