IoT - Building Machine Vision System

IoT - Building Machine Vision System

code::dive conference via YouTube Direct link

First mode: AI-enabled machine vision system

7 of 26

7 of 26

First mode: AI-enabled machine vision system

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IoT - Building Machine Vision System

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  1. 1 Intro
  2. 2 PAS researcher
  3. 3 After hours: ordinary parent
  4. 4 Machine vision - inspiration
  5. 5 Low-budget lot machine vision system
  6. 6 Low-budget machine vision system: Operation modes
  7. 7 First mode: AI-enabled machine vision system
  8. 8 First mode: Al-enabled machine vision system
  9. 9 Second mode: object recognition
  10. 10 An outline of how it was built
  11. 11 Machine Learning
  12. 12 Data and model (reality vs expectations)
  13. 13 Artificial Intelligence
  14. 14 Windows 10 IoT Core: Not only for simple LED blinking
  15. 15 Windows 10 IoT Core and the Universal Windows Platform (UWP)
  16. 16 Mobile
  17. 17 Image acquisition in UWP
  18. 18 Single frame capture
  19. 19 Image processing loop
  20. 20 Emotions API
  21. 21 Emotion detection (REST client)
  22. 22 Vision API - reading image content
  23. 23 Video capture and image processing
  24. 24 Image processing for object recognition
  25. 25 Custom image processing - demo
  26. 26 Final conclusions

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