Fix Hindi OCR Errors Instantly
Restore matras, fix anusvara/chandrabindu confusion, and correct conjunct consonant misreads in Devanagari.
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Free for images · 5 AI Polish corrections/month
OCR makes mistakes. AI fixes them.
Click the button below — watch errors disappear in real time.
भारत एक विशाल देश है जहा अनेक भाषाए बोली जाती है।
What AI Polish Fixes for Hindi
Matra Restoration
Recovers vowel signs (ा ि ी ु ू े ै ो ौ) that OCR drops.
Anusvara/Chandrabindu
Distinguishes ं from ँ — changes pronunciation and meaning.
Conjunct Consonants
Fixes broken half-forms and ligatures (क्ष, त्र, ज्ञ, श्र).
Nukta Correction
Restores dots under letters for Urdu-origin words (क़, ख़, ग़, ज़, फ़).
Why Hindi OCR Is Hard
Conjunct consonants render as complex ligatures that OCR segments incorrectly
Matras attach to consonants — OCR often detaches or misplaces them
Shirorekha (headline) connects letters, making segmentation hard
Frequently Asked Questions
Does it fix matra errors?
Yes. AI Polish reads the original image to restore vowel matras that OCR drops or misplaces — the #1 Hindi OCR error.
Can it handle mixed Hindi-English?
Yes. Code-mixed text with embedded English words is handled correctly without corrupting either script.