Handwriting to Text Converter
Transcribe handwritten notes and forms into digital text.
Best for digitizing handwritten notes, filled forms, and letters you need to search or edit.
▸▾AI-Enhanced mode significantly improves cursive accuracy
Standard mode uses Tesseract OCR with image preprocessing — best for printed-style handwriting in all 12 languages. AI-Enhanced mode uses Florence-2 (full-page) then falls back to TrOCR (line-by-line) for higher accuracy on cursive and decorated backgrounds — English only, downloads ~262MB once (shared with the Image Description tool). For English output, "Fix common OCR errors" applies a dictionary pass to catch classic mistakes like rn→m or O→0 — only low-confidence words are touched, shown in the review panel so you can revert before downloading.
Drop files here
or click to browse · paste from clipboard
Accepts .JPG, .JPEG, .PNG, .WEBP, .HEIC, .HEIF · Up to 1,000 files
How it works
Drop your files
Drag and drop, click to browse, or paste from clipboard. Up to 1,000 files at once.
Choose settings
Adjust quality, format, and other options to match your needs.
Click Convert
Everything runs in your browser via WebAssembly. Handwriting to Text Converter happens locally — no server involved.
Download
Download files individually or grab all at once as a ZIP.
Frequently asked questions
No. All OCR — including the AI-Enhanced model — runs entirely in your browser. Your files never leave your device.
Standard mode uses Tesseract OCR — works for all 12 languages and starts immediately, but was trained on printed text. AI-Enhanced mode uses Florence-2 and TrOCR, models trained specifically on handwritten input — handles cursive and mixed styles better, but supports English only and downloads ~262MB on first use (cached in your browser after that).
With Standard mode, accuracy on cursive is lower and you should expect to correct errors. AI-Enhanced mode (English) handles cursive noticeably better — transformer models understand joined strokes in a way traditional OCR cannot. Messy or doctor-style scrawl will still produce errors in both modes.
Handwriting is the hardest input for OCR. Neat, upright print on a white background with AI-Enhanced mode can reach 90–95% accuracy. Casual cursive, mixed styles, or anything on a coloured or patterned background will be lower. Treat the output as a first draft — the review panel underlines low-confidence words in amber so you can focus corrections quickly.
Yes. Printed form labels extract cleanly in both modes. Handwritten answers in the blanks extract with variable accuracy — AI-Enhanced mode improves the handwritten portions.
Yes. After conversion, a review panel shows words flagged with low OCR confidence underlined in amber. Auto-corrected words have a blue dotted underline — click to see the original and revert. Click "Apply changes" to lock edits before downloading.