Malayalam script recognition
Full support for Malayalam consonants, vowels, and unique chillu letters.
Complex ligatures
Handles the intricate conjunct forms unique to Malayalam typography.
Chillu letters
Recognizes the special chilled consonant forms (ൺ, റ, ല, ള, ഴ).
Mixed Malayalam & English
Bilingual documents with Malayalam and Latin scripts handled in one pass.
Searchable PDF output
Creates PDFs with invisible text layer for full-text search.
Translate after extraction
Extract Malayalam text then translate to English or any language.
Why Malayalam OCR Is Challenging
- Recognizing complex Malayalam ligatures where multiple consonants merge into intricate combined forms
- Handling chillu letters (chillu-kk, chillu-nn, etc.) which are unique to Malayalam script
- Distinguishing visually similar Malayalam characters in the rounded script style
- Processing documents mixing Malayalam with English, Tamil, or Hindi text
- Correctly rendering the circular and looped character forms of modern Malayalam typography
How to Extract Malayalam Text from a PDF & Images
- Go to fastocr.org
- Upload your Malayalam image or PDF. Language is detected automatically.
- Wait for processing — images take seconds, PDFs show a progress bar.
- Download results: searchable PDF, raw text file, or copy text directly.
Tips for Better Malayalam OCR Accuracy
- Scan at 300 DPI minimum to preserve the complex ligature forms and small chillu characters
- Use clean, high-contrast scans — Malayalam loops and circles can merge in low resolution
- Verify chillu letters are correctly recognized — they are unique to Malayalam and often misread
- For mixed Malayalam-English documents, check that script switching is handled correctly
Common Use Cases for Malayalam OCR
- Digitizing Malayalam legal documents, contracts, and court records
- Extracting text from Kerala government forms, certificates, and official papers
- Converting scanned Malayalam academic papers and university publications
- Processing Malayalam business invoices and commercial correspondence
- Archiving historical Malayalam manuscripts and palm-leaf documents (Tala Patra)
Frequently Asked Questions
How accurate is Malayalam OCR?
FastOCR achieves 95% accuracy on printed Malayalam text. Complex ligatures and old-style typography may slightly reduce accuracy.
Does Malayalam OCR support chillu letters?
Yes. FastOCR recognizes all Malayalam chillu letters (chillu-kk, chillu-nn, chillu-rr, chillu-l, chillu_ll, chillu-zh) which are unique to the script.
Is Malayalam OCR free?
Yes. Image OCR is free with no registration. PDF processing requires a free account — see fastocr.org/pricing for plan details.
Can it handle old Malayalam text from palm-leaf manuscripts?
Printed Malayalam achieves 95% accuracy. Historical palm-leaf manuscripts have lower accuracy (60-75%) due to archaic character forms and degraded materials.
Free for images. No registration required.
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OCR for Kannada — related South Indian script
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