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