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समाप्त होता है 5 June 2026

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IoT - Building Machine Vision System

Explore IoT machine vision systems, from AI-enabled solutions to object recognition, using Windows 10 IoT Core and UWP. Learn about image processing, emotion detection, and custom implementations.
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6076 कोर्स


44 minutes

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Conference Talk

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अवलोकन

Explore IoT machine vision systems, from AI-enabled solutions to object recognition, using Windows 10 IoT Core and UWP. Learn about image processing, emotion detection, and custom implementations.

पाठ्यक्रम

  • Introduction to IoT and Machine Vision Systems
  • Overview of IoT Concepts
    Understanding Machine Vision
    Applications of Machine Vision in IoT
  • Windows 10 IoT Core and UWP Fundamentals
  • Introduction to Windows 10 IoT Core
    Setting up the Development Environment
    Introduction to Universal Windows Platform (UWP)
  • Basics of Image Processing
  • Image Acquisition and Preprocessing
    Key Image Processing Techniques
    Tools and Libraries for Image Processing
  • Building AI-Enabled Solutions
  • Introduction to Machine Learning and AI in IoT
    Integrating AI into Machine Vision Systems
    Case Studies of AI-Enabled Vision Solutions
  • Object Recognition in IoT
  • Techniques for Object Detection and Recognition
    Implementing Object Recognition with IoT Devices
    Exploring Pre-trained Models vs Custom Models
  • Emotion Detection Systems
  • Understanding Emotion Recognition
    Implementing Emotion Detection in Vision Systems
    Use Cases of Emotion Detection in IoT
  • Custom Implementations and Project Development
  • Project Planning and Design Considerations
    Building a Custom Machine Vision Solution
    Testing and Debugging Vision Systems
  • Future Trends and Innovations in IoT Machine Vision
  • Emerging Technologies in Machine Vision
    Challenges and Opportunities in IoT Vision Systems
    Future Directions and Research Areas
  • Final Project and Course Wrap-Up
  • Developing a Comprehensive Machine Vision Project
    Presenting and Critiquing Project Outcomes
    Course Summary and Future Learning Paths

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