Convert shaded documents and paper scans into crisp black-and-white binary images for OCR.
Execution runs 100% locally inside the browser sandbox using HTML5 Canvas, Web Cryptography Subtle API, and Web Workers. Zero egress.
Zero network latency. Operates completely offline with zero dependencies on third-party backend servers or cloud services.
Built according to official RFC specifications, cryptographic test vectors, and enterprise-grade data transformation standards.
Upload a photo or phone scan of a document.
Let the Otsu variance optimizer calculate the optimal text cutoff.
Download clean monochrome PNG ready for printing or OCR.
Otsu's method analyzes the image histogram to find the threshold that minimizes intra-class variance between background paper and foreground ink.
Yes, eliminating gradient shadows and grayscale noise significantly boosts OCR character recognition accuracy.
Zero-egress companion tools in the Image Processing suite
Convert and compress WebP, PNG, and JPEG images locally with zero server uploads.
Clean, minify, and sanitize SVG files and markup locally.
Generate multi-size web, Apple Touch, and Android PWA favicons instantly.
