Word Spotting by Example — Search and Matching Platform

Konstantinos Zagoris
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  • Project creator

I designed and built a full-stack demonstrator for searching more than 100,000 historical document images using custom spatial matching algorithms. The system combines a C#/.NET API, an Angular interface and data structures designed for deterministic, explainable retrieval without model training.

Demo: https://www.twine.net/signin
Code: https://www.twine.net/signin

Highlights:

  • Search and matching across 100,000+ images
  • Custom deterministic spatial-matching algorithm
  • C#/.NET API and Angular product UI
  • Full-stack architecture and implementation
  • Research translated into a usable web product
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