How to Extract Hindi Text From an Image (Hindi OCR Online)

The short answer

To extract Hindi text from an image, open the Image to Text (OCR) tool, choose Hindi in the Text language menu before you upload, then drop in a clear JPG, PNG or WebP image. The tool runs Tesseract OCR in your browser and gives you editable Devanagari text you can copy or download as a .txt file. Accuracy depends mostly on the image: sharp, straight, well-lit printed text works best.

Why the language setting matters

OCR software recognises text by comparing shapes with a trained model for a specific script. If the language is left on English, the tool looks for Latin letters and will turn Devanagari into meaningless characters or nothing at all. Selecting Hindi loads the Hindi model, which knows Devanagari letters, matras and common conjuncts.

The language menu is shown only before you upload an image. If you forgot to set it, press New image, choose Hindi, and upload again.

Step by step

Open the Image to Text (OCR) tool.

In Text language, choose Hindi.

Click the drop area or drag your image onto it. JPG, PNG and WebP all work.

Wait while the progress bar shows "Recognizing text". The first time you use Hindi, the language data has to download, so it takes longer. After that it runs on your device.

Check the result. The tool shows the extracted text, the original image beside it, and a confidence percentage.

Click Copy text to paste it into a document, or Download .txt to save it.

The text box with the result is read-only. Paste it into a text editor, Google Docs or Word to make corrections.

Getting a better result from a phone photo

Most poor Hindi OCR results come from the photo, not the software. Before uploading:

• Fill the frame with the text. Crop away the table, your fingers and the opposite page. The Crop Image tool does this in the browser.
• Hold the phone parallel to the page. Tilted photos make lines curve and letters stretch, which confuses the recogniser.
• Use even light. Avoid shadows across the page and glare on glossy paper. Daylight from a window is ideal.
• Keep it sharp. Tap to focus and hold still. A blurry shirorekha (the top line joining Devanagari letters) is a common cause of errors.
• Do not shrink the image too much. Small text needs enough pixels. If you resized the photo to send it on WhatsApp, use the original instead.
• Prefer printed text. Tesseract is designed for printed text. Handwritten Hindi notes usually give poor results.

Understanding the confidence score

The confidence percentage is the OCR engine's own estimate of how sure it is about the text as a whole. It is a useful warning light, not a guarantee:

• A high score on a clean screenshot usually means very few corrections.
• A low score means you should read the whole output against the image.
• Even with a good score, check names, numbers and dates, because a single wrong digit matters more than a slightly wrong matra.

Common Hindi OCR errors and how to fix them

What you see	Likely cause	What to do
Matras missing or attached to the wrong letter	Blurry or low-resolution image	Retake the photo closer and sharper
Conjuncts (like क्ष, त्र, श्र) split into separate letters	Small or decorative font	Crop tighter so the text is larger; correct by hand
Random Latin letters in the output	Language left on English	Choose Hindi and upload again
Lines in the wrong order	Two columns or text boxes in one image	Crop each column and run them separately
Nothing recognised	Image is mostly picture, not text, or very dark	Crop to the text area and improve lighting
Hindi digits (१२३) read as other characters	Unusual fonts	Check every number against the image

Pages that mix Hindi and English

Many Indian documents, such as forms, notices and textbooks, mix Hindi and English. The tool reads one language at a time. For a mixed page:

Run the image once with Hindi and copy the Hindi parts.

Press New image, choose English, run the same image again and copy the English parts.

Combine the two in your editor.

If the page is almost all English with a few Hindi words, start with English and type the Hindi words by hand, or the other way round.

Other Indian languages

The language menu also offers Bengali and Tamil, along with English, Spanish, French, German, Portuguese, Russian, Arabic, Simplified Chinese and Japanese. Marathi and Nepali also use Devanagari, but the tool has no separate model for them. The Hindi option may recognise many of the shared letters, but expect more errors and check the text carefully.

Privacy

The OCR runs in your browser using Tesseract.js. The OCR engine and language data are downloaded to your browser; your image is not uploaded to a server for recognition. This makes the tool suitable for personal documents, but still avoid sharing the resulting text more widely than you need to.

What this tool cannot do

• It does not accept PDF files. If your Hindi text is in a PDF, export or screenshot the page as an image first. The PDF to JPG converter turns PDF pages into images you can then upload.
• It does not translate. The output is Hindi text, ready to paste into a translator if you need one.
• It does not keep formatting such as bold, tables or columns. You get plain text.

For a general guide to OCR in all 12 supported languages, see How to Extract Text From an Image.