Embedded vision integrates computer vision into machines using algorithms to interpret images or videos. This book serves as an introductory guide for designing vision-enabled embedded products, with applications in AI, machine learning, industrial, medical, automotive, and more. It covers hardware architecture, software algorithms, applications, and advancements in cameras, processors, and sensors.
The course begins with an overview of embedded vision, followed by industrial and medical vision applications. It then delves into video analytics, digital image processing, and camera-image sensors. Subsequent chapters cover embedded vision processors, computer vision, and AI integration. The final chapter presents real-time vision-based examples.
Understanding these concepts is vital for developing advanced vision-enabled machines. This book takes readers from the basics to advanced topics, blending theoretical knowledge with practical applications. It is an essential resource for mastering embedded vision technology across various industries.

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Spis treści

Embedded Vision. Mastering Advanced Techniques for Real-Time Image Processing and Analysis eBook -- spis treści

• 1. Embedded Vision
• 2. Industrial Vision
• 3. Medical Vision
• 4. Video Analytics
• 5. Digital Image Processing
• 6. Camera—Image Sensor
• 7. Embedded Vision Processors and Sensors
• 8. Computer Vision
• 9. Artificial Intelligence for Embedded Vision
• 10. Vision-Based Real-Time Examples