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JPG to Word: turn a photo of a document into an editable Word file

A photo of a letter, a notice or a page from a book cannot be edited: you can look at it, but not change a word. This tool reads the text in your JPG, PNG or HEIC picture with OCR and writes it into a real Word document (.docx) with normal paragraphs you can edit, restyle and print. Arabic paragraphs are set right to left, several photos can go into one document, and everything happens in your browser.

Quick answer

To convert a JPG to Word, choose the language, then select one or more photos. The OCR engine reads them in your browser, shows the text for a quick check, and "Download Word (.docx)" saves an editable document with one section per photo. Tick "Add each original picture" to keep the photos in the file too.

Your photos never leave your device

Language of the text

The first time, the browser downloads the OCR engine and this language's data: about 4.4 MB, once. After that it is cached and works faster.

JPG, PNG, WebP, HEIC or a scanned PDF. Up to 20 images of 50 MB each. The pictures are read on this device and never uploaded.

The pictures are read by this browser tab with tesseract.js. Only the engine and language files are downloaded; your images and the text are never uploaded.

How to use the JPG to Word

  1. Choose the language of the document: English, Arabic, or Arabic + English.
  2. Tick "Add each original picture on its own page" if you want the photos in the Word file as well.
  3. Choose one or more JPG, PNG, WebP or HEIC photos (or a scanned PDF). They are read one after another.
  4. Check the text in the box and correct any wrong words; tick "Join the lines" for flowing paragraphs.
  5. Press "Download Word (.docx)" and open the file in your word processor.

What the Word file contains

The document is a standard Office Open XML file (.docx) that the tool writes itself, on an A4 page with 2 cm margins and the Arial font. Each block of text the OCR finds becomes one Word paragraph. By default the lines inside a paragraph are kept as they were in the photo, with line breaks, which suits receipts, addresses and lists; tick "Join the lines" to get flowing paragraphs that rewrap when you change the font or the margins. When you convert several photos, each one starts on a new page under a heading with its file name. With "Add each original picture" on, the photo follows its text on a page of its own, scaled to fit, so you can compare the two. We checked the files by opening them with LibreOffice and python-docx and reading the text back.

Arabic documents in Word

Paragraphs whose first letter is Arabic are marked as right-to-left in the Word file, so they start at the right margin, and the Arabic words are written as right-to-left runs while English names, email addresses and numbers inside them stay as left-to-right runs. That keeps a line such as an Arabic label followed by an email address in the right order when you edit it. Arabic OCR is less accurate than English: across our Arabic test images about one word in ten needed a fix, mostly letters that differ only by dots, such as ت and ن. Read the text in the box before you download, or correct it in Word afterwards. The full measurements, photo by photo, are on the Image to Text page.

Several photos, one document

You can select up to 20 pictures at once, for example every page of a printed contract photographed with your phone. They are read in the order you chose them and placed in that order in the document. On a computer with four or more cores two pictures are read at the same time; in our test two photos took 3 to 4 seconds once the engine was ready. iPhone HEIC photos are decoded in the browser first. A scanned PDF works too: each page becomes a section, and you can type a page range to read only part of it. If one picture cannot be opened, the others are still converted and the problem file is named.

What is not copied

OCR reads words, not design. The Word file does not keep the original fonts, sizes, colours, columns, tables, logos, stamps or signatures; tables come out as lines of words separated by spaces, and two columns become separate blocks. Handwriting is not supported in any useful way. If your file is a digital PDF made from Word or a website, it already contains real text, and PDF to Word gives a much closer copy of the layout. If you only need the words to paste somewhere, Image to Text gives you the plain text without a document.

Privacy, download size and speed

Your photos are read by the OCR engine in this browser tab and the Word file is built on your device; neither the pictures nor the text are uploaded. The first time, the browser downloads the engine and the language model from the public jsDelivr network: about 4.4 MB for English, 3.1 MB for Arabic, or 6.0 MB for both. They are cached, so later visits start straight away. After that, a typical photo is read in 1 to 2.5 seconds on a recent computer, slower on older phones. Large photos are reduced to 3,500 pixels on the long side before reading, which keeps memory use reasonable without losing normal-sized text. If you only need the plain text, image to text is enough, and a PDF that already contains text converts better with PDF to Word.

Frequently asked questions

How do I convert a JPG to Word?

Choose the language, select the JPG photo and wait a few seconds while the text is read. Check the text, then press "Download Word (.docx)". The Word file has the text as normal paragraphs you can edit. It is free and the photo is not uploaded.

Will the Word file look like my original document?

No, it keeps the words, not the design. Fonts, tables, columns, logos and colours are not copied; you get clean editable paragraphs. To keep the look as well, tick "Add each original picture" so the photo sits next to its text.

Can I convert a photo of an Arabic document to Word?

Yes. Choose Arabic, or Arabic + English if the page mixes both. Arabic paragraphs are set right to left in the Word file. Arabic recognition makes more mistakes than English, about one word in ten in our tests, so proofread before you send it.

Can I put several photos into one Word document?

Yes. Select up to 20 pictures together. Each one becomes a section with its file name as a heading, in the order you chose them, and with the picture option on, each photo follows its text on its own page.

Does JPG to Word also work with a scanned PDF?

Yes. Choose the scanned PDF instead of photos and type a page range if you need only some pages; each page becomes a section of the Word file. For a PDF that already has real text, PDF to Word keeps more of the layout.