BhashaLens
A smart OCR pipeline for accurate image-to-text conversion across Indian regional language documents. Printed or handwritten, single page or full archive — BhashaLens turns scanned documents into clean, structured, searchable text at scale.
How it works
Features
Multilingual Recognition
Reads printed and handwritten text across major Indic scripts, with layout-aware segmentation for mixed-language pages.
Handwriting Support
Trained on diverse handwriting styles so forms, notes, and ledgers convert cleanly — not just clean print.
Layout Preservation
Detects columns, tables, and reading order, so the extracted text keeps the structure of the original document.
Confidence Scoring
Every block returns a confidence score, so low-certainty regions can be flagged for review instead of failing silently.
Batch Pipeline
Built to process thousands of pages — queue scanned archives and stream results to your store of choice.
Export Anywhere
Output to plain text, searchable PDF, or structured JSON with bounding boxes ready for downstream systems.
Supported languages
In action
Built with
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Have a pile of documents to digitize, or a product that needs Indic OCR baked in? Tell us about it.