JPG to Word
Turn photos of documents, scanned pages and screenshots into an editable Word file. The text is recognized with OCR right in your browser, paragraphs and headings are rebuilt, and you can correct anything before downloading a .docx that opens in Word, Google Docs, Pages and LibreOffice.
Last updated:
# becomes a heading.
Click Convert to Word to read the text from your images. The recognized text appears here, ready to edit.
How to use the JPG to Word
- Add images: drop JPG, PNG or WEBP files, choose them, or paste a screenshot with Ctrl+V. A sample page is ready to try.
- Set the order with the arrow buttons if you added several pages, and pick the language of the text.
- Click Convert to Word. The first run downloads the OCR engine and language data; after that each page takes a few seconds.
- Check the text in the editor and fix any misread words. Leave a blank line between paragraphs; start a line with # to make it a heading.
- Download Word (.docx), or copy the text or save it as .txt.
How the image becomes a Word document
- Clean-up. Each image is converted to grayscale, small images are enlarged up to 2×, and the contrast is stretched so the darkest 1% of pixels becomes black and the brightest 1% white. This helps with phone photos of paper.
- Recognition. Tesseract, an open-source OCR engine, finds blocks, paragraphs, lines and words, and recognizes each word with a neural network trained for the selected language.
- Paragraph rebuilding. Lines that belong to the same paragraph are joined with spaces, and a word split by a hyphen at the end of a line (for exam- ple) is rejoined. A short paragraph whose text is at least 1.45 times taller than the typical line is marked as a heading.
- Word file. The text is written as WordprocessingML (the XML format inside every .docx): one paragraph per block, Heading 1 and Heading 2 styles, optional page breaks and embedded JPEG images, on a Letter or A4 page with 1-inch margins.
Getting the best OCR results
| Problem | What to do |
|---|---|
| Words misread on a phone photo | Shoot straight from above in daylight, fill the frame with the page, avoid your own shadow. Or crop and flatten it first with the Document Scanner. |
| Text is tiny | Use the full-resolution photo, not a thumbnail or messaging-app copy. Aim for capital letters at least 20 pixels tall. |
| Accented letters come out wrong | Select the right language. For mixed documents, set the main language plus a second language. |
| Two-column page mixed up | Crop each column into its own image and add them in order. |
| Every line is its own paragraph | Make sure Join lines into paragraphs is ticked, then convert again. |
| Poems, addresses or lists lose line breaks | Untick Join lines into paragraphs to keep each line exactly as it is on the page. |
Editing tips
- A blank line in the editor starts a new paragraph in Word. A single line break stays a line break inside the paragraph.
- Type
#at the start of a line for a Heading 1,##for a Heading 2. Headings appear in Word's navigation pane. - Scanned a PDF rather than a photo? OCR PDF makes the PDF searchable, and PDF to Word handles PDFs that already contain text.
Frequently asked questions
How do I convert a JPG to an editable Word document?
Add the JPG, choose the language of the text and click Convert to Word. Optical character recognition (OCR) reads the letters in the picture and turns them into real text. Check the result in the editor, then click Download Word (.docx). The file opens as normal editable text in Word or Google Docs.
Does it keep the formatting of the original?
It keeps the structure that matters for editing: paragraphs, line breaks inside a paragraph when you untick Join lines, and large titles as headings. Fonts, colors, columns and tables are not reproduced, because OCR reads text, not design. Tick Include the original image if you want the picture in the document for reference.
How accurate is the OCR?
On a sharp, straight, well-lit image of printed text, Tesseract usually gets well over 95% of characters right. Accuracy drops with blur, curved pages, shadows, small or decorative fonts and handwriting. The confidence score shown for each image helps you spot pages that need checking.
Can I convert several images into one Word file?
Yes. Add all the pages, put them in order with the arrow buttons and convert. They are combined into one .docx, each starting on a new page unless you untick that option.
Can it read handwriting?
Only very neat block letters. Tesseract is trained on printed text, so cursive and fast handwriting usually come out garbled. For handwritten notes, typing them is often faster than correcting OCR output.
Are my images uploaded?
No. The OCR engine and language data are downloaded to your browser once; your images are read and the Word file is built entirely on your device.
What is the difference from Image to Text?
Image to Text gives you plain text to copy. JPG to Word rebuilds paragraphs and headings, combines several images and saves a ready-to-edit .docx document, optionally with the source images included.
Are all the tools on FreeToolCabin tested for quality and accuracy?
Yes! Every tool on our site undergoes automated Q/A testing in real browser environments to ensure high precision, correct output, and zero errors. If you happen to spot a bug or have a suggestion, please contact us at [email protected] and our team will review it right away.