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Telugu OCR — Image to Text & PDF

చిత్రాలు మరియు స్కాన్ చేసిన పత్రాల నుండి తెలుగు వచనాన్ని వెంటనే వెలికితీయండి

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Telugu script recognition

Full support for all Telugu consonants, vowels, and vowel signs.

Talakattu vowel marks

Correctly handles vowel signs that attach above, below, or beside consonants.

Conjunct consonants

Recognizes complex Telugu ligatures formed by combining consonants.

Mixed Telugu & English

Bilingual documents with Telugu and Latin scripts handled in one pass.

Searchable PDF output

Creates PDFs with invisible text layer for full-text search.

Translate after extraction

Extract Telugu text then translate to English or any language.

Why Telugu OCR Is Challenging

  • Recognizing Telugu vowel marks (talakattu) that appear above consonants and can overlap with other marks
  • Handling conjunct consonants (గుణింతాలు) where two or more consonants merge into a single glyph
  • Distinguishing visually similar Telugu characters like క/ఘ, చ/ఛ, త/థ in small font sizes
  • Processing documents mixing Telugu with English or Hindi Devanagari text
  • Correctly segmenting Telugu text which uses spaces between words but has complex character stacking

How to Extract Telugu Text from a PDF & Images

  1. Go to fastocr.org
  2. Upload your Telugu 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 Telugu OCR Accuracy

  1. Scan at 300 DPI minimum to preserve the fine details of Telugu vowel marks and conjuncts
  2. Ensure even lighting to prevent shadows from obscuring the small talakattu marks above consonants
  3. For mixed Telugu-English documents, verify that script switching is handled correctly in the output
  4. Check conjunct consonants carefully — they are the most common source of Telugu OCR errors

Common Use Cases for Telugu OCR

  • Digitizing Telugu legal documents, contracts, and court records
  • Extracting text from Andhra Pradesh and Telangana government forms and certificates
  • Converting scanned Telugu academic papers, textbooks, and literary works
  • Processing Telugu business invoices and commercial correspondence
  • Archiving historical Telugu manuscripts and palm-leaf documents

Frequently Asked Questions

How accurate is Telugu OCR?

FastOCR achieves 95% accuracy on printed Telugu text. Complex conjuncts and faded scans may slightly lower accuracy.

Can Telugu OCR handle handwritten text?

Partially. Clear handwritten Telugu is recognized at 55-70% accuracy. Printed text achieves significantly higher accuracy at 95%.

Is Telugu OCR free?

Yes. Image OCR is free with no registration. PDF processing requires a free account — see fastocr.org/pricing for plan details.

Does Telugu OCR support both Andhra and Telangana document styles?

Yes. FastOCR handles Telugu text from both states equally well, including regional typography differences and government form layouts.

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