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OCR, Recognition and Information Extraction from Images

TalkinSpanishat PyCon US 2023 · 2023-04-19..04-27· [machine-learning]
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slides:none on file

Uses OpenCV, Tesseract and Python to extract readable text from photos and PDFs, demonstrating three demos: full-image OCR, region-of-interest extraction, and writing recognized text onto an aerial photo. Presents a deployed license-plate recognition pipeline used in Bolivia that works in production but is sensitive to image capture quality and contrast and needs extra filtering and parameter tuning to handle errors like 1 vs l and stray dashes.

AI-written summary · about

  1. 0:00Start
  2. 4:47Applications
  3. 6:58IMAGE PREPARATION
  4. 9:24RECOGNITION
  5. 10:50INTERPRETATION OF RESULTS
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