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Innovative Approaches to Teaching Computers to Read Signage

Discover how to enable your computer to interpret signs effectively through process shape classification and model fitting. Matthew Falk explores the methodology of building accurate models that encompass all shapes, particularly focusing on rectangles. By overlaying multiple rectangles and determining bounding boxes, the process involves ensuring that characters fit within specified models and vice versa. This approach addresses potential complications and reinforces intuition, offering a holistic view on computer vision fundamentals.

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Innovative Approaches to Teaching Computers to Read Signage

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Presentation Transcript

  1. ?!?!??!?

  2. Imagine if your phone could read the sign to you.

  3. Teaching Your Computer to Read By Matthew Falk

  4. Process

  5. Shape Classification - Rectangle

  6. Better Approach – Model Fitting

  7. Building Appropriate Models • Must build a model that fits all rectangles. • Overlay a lot of rectangles together and draw a box around them.

  8. Time for some Reading • A E ? A B C D E

  9. Intuition • Character must fit inside of a given model AND a model must fit inside a given character. B E E E B E

  10. Complications

  11. Comments

  12. = Royal East

  13. Teaching Your Computer to Read

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