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Multi-Image to Text (OCR) Converter

Upload multiple photos, documents, book pages, notes or receipts at once. Extracts text separately for each image with high accuracy in English and Hindi. Fully editable textboxes with instant copy and download.

⚙️ High-Accuracy OCR & Clean Text Engine
English mode produces pure text without symbol noise on English papers.
Adaptive thresholding isolates black text even under dark phone shadows.
Eliminates hallucinated characters (~, \, |, _, =, etc.) and aligns lines.
Preserves exact lines from top to bottom.
Drop Multiple Images Here or Browse
Select 1 or 50+ images at once. Supports JPG, PNG, WebP, BMP
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Drop or select multiple images above. Every image will get its own separate editable text box with confidence metrics, formatting tools, and instant copy/download.

High-Accuracy Multi-Image to Text (OCR) Converter

This optical character recognition (OCR) utility allows students, researchers, office administrators, and cyber cafe operators to convert printed or handwritten text from multiple photos into fully editable digital text. Unlike cloud services that send your sensitive certificates and notes to external servers, this tool runs 100% locally inside your web browser using WebAssembly-accelerated neural networks.

Key Capabilities:

  • Simultaneous Batch OCR: Drop dozens of images at once; each image receives its own dedicated, independent editable text box.
  • Dual English & Hindi Support: Trained neural models effortlessly recognize Devanagari script (हिंदी) and Latin script (English), including mixed bilingual text (Hinglish).
  • Client-Side Image Enhancement: Contrast normalization, sharpening, adaptive binarization, and auto-upscaling maximize character edge clarity before recognition.
  • Interactive Text Editor: Edit, correct typos, format, and adjust text directly in the box before exporting.
  • Flexible Export Options: Copy single text, Copy all with file dividers, download as individual .txt files, combined text, Word document (.doc), or complete ZIP archive.

Tips for 100% OCR Accuracy:

  • Ensure adequate lighting when taking photos with a smartphone to eliminate harsh diagonal shadows.
  • Keep the document or book page as flat and straight as possible.
  • For faded prints or old books, select "Document / High-Contrast B&W" mode.
  • For small text on receipts or identity cards, select "Small Text / Receipt Booster" to apply 2x super-resolution.