Punjabi OCR — Image to Text & PDF

Why Punjabi OCR Is Challenging

• Supporting two entirely different scripts for the same language (Gurmukhi LTR and Shahmukhi RTL)
• Recognizing Gurmukhi vowel signs (laga matra) and subscripts (haaha, raara, vaava)
• Handling connected cursive characters in Shahmukhi script where letters change shape
• Distinguishing small dot diacritics (bindi, tippi, addak) in Gurmukhi that change word pronunciation and meaning

How to Extract Punjabi Text from a PDF & Images

1. Go to fastocr.org
2. Upload your Punjabi image or PDF. Language is detected automatically.
3. Wait for processing — images take seconds, PDFs show a progress bar.
4. Download results: searchable PDF, raw text file, or copy text directly.

Tips for Better Punjabi OCR Accuracy

1. Scan at 300+ DPI to preserve Gurmukhi matras and dots (bindi, tippi) which are very small
2. Ensure high contrast so that the top horizontal line in Gurmukhi script is preserved
3. For Shahmukhi script, use calligraphic Naskh-style print for 5-10% higher accuracy

Common Use Cases for Punjabi OCR

• Digitizing Punjabi legal deeds, court filings, and land registry records
• Extracting text from Indian and Pakistani government documents, ID cards, and forms
• Converting scanned Punjabi literature, Gurmukhi scriptures, and newspapers
• Processing Punjabi business invoices and trading documents

Frequently Asked Questions