Hindi OCR — Extract Hindi Text From Any Image
Upload an image containing Hindi and get editable Devanagari text back. Works on scanned book pages, photographed documents, forms and screenshots, and keeps the text in Devanagari rather than transliterating it.
Drop your image here
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Upload an image and click Extract Text
All readable text from the image will appear here.
What Makes Hindi OCR Difficult
Devanagari hangs its letters from a continuous horizontal line called the shirorekha, and that single feature breaks OCR engines designed for scripts with separated letters: the model has to find character boundaries along an unbroken bar. Vowels attach as matras above, below, before or after the consonant they modify — and a matra written to the left, like ि, is pronounced after the consonant it precedes, so visual order and reading order differ. Consonants also fuse into conjuncts such as क्ष, त्र and ज्ञ that look nothing like their parts. Below-the-line marks and the nasal dots anusvara and chandrabindu are small and easily lost.
Getting Accurate Hindi Results
- Keep the full line height in frame — matras sit above the shirorekha and below the baseline, and tight crops decapitate them.
- Verify nasalisation marks (ं and ँ) in the output; they are small, meaning-changing, and routinely dropped.
- Printed Hindi from books and newspapers extracts well. Stylised headline and poster fonts that break the shirorekha are much weaker.
- If conjuncts come back as separate consonants with a visible halant, the resolution was too low to resolve the ligature.
Who Uses Hindi OCR
Students and exam prep
Digitise Hindi textbook pages, question papers and handwritten notes into text you can search and edit.
Government forms and records
Extract names, addresses and reference numbers from Hindi official documents without retyping Devanagari.
Publishing and archives
Convert scanned Hindi books, magazines and newspaper clippings into searchable, reusable text.
Hindi OCR — Frequently Asked Questions
Does the output stay in Devanagari?▼
Yes. The extracted text comes back in Devanagari script, ready to paste into a document or translator. It is not transliterated into Latin letters.
Are matras and conjuncts preserved?▼
Vowel matras and common conjuncts like क्ष, त्र and ज्ञ are generally preserved on clean printed text. Low-resolution images tend to split conjuncts into their component consonants, so check those if the source scan was poor.
Can it read handwritten Hindi?▼
Clear handwriting with a consistent shirorekha often works. Casual handwriting where the top line is broken or matras are rushed drops accuracy sharply, since the model relies on that line to segment characters.
Will it work for Marathi, Nepali or Sanskrit?▼
Largely yes, because they share the Devanagari script. Vocabulary differs but the character recognition is the same, so extraction works. Sanskrit with dense conjuncts and full vocalisation needs more proofreading.
Need a Translation Instead?
This page extracts Hindi text as written. If you want the meaning in another language, the image translator reads the text and translates it in one step.
OCR in Other Languages
Or use the general image to text converter if your image contains several languages at once.