Embedded vision is the integration of “computer vision” into machines that use algorithms to decode meaning from observed images or video. It has a wide range of applications to Machine Learning (ML), Artificial Intelligence (AI), industrial, medical, driver-less cars, drones, smart phones, aerospace, defense, agriculture, consumer, surveillance, robotics, and security. This book is an introductory guide for anyone who is interested in designing machines that have vision-enabled, embedded systems products. It covers a large number of topics encountered in hardware architecture, software algorithms, applications, advancements in camera, processors, and sensors in the field of embedded vision.
Features: - Includes a wide range of applications to Artificial Intelligence, Machine Learning, industry, science, medicine, transportation, robotics, and security - Covers a large number of topics encountered in hardware architecture, software algorithms, applications, and the latest research and advancements in processors and sensors
Brief Table Of Contents 1. Embedded Vision. 2. Industrial Vision. 3. Medical Vision. 4. Video Analytics. 5. Digital Image Processing. 6. Camera-Image Sensors. 7. Embedded Vision Processors and Sensors. 8. Computer Vision. 9. Artificial Intelligence for Embedded Vision. 10. Vision-Based, Real-Time Examples. Appendix: Glossary. Index.
This book is a hands-on introduction to learning algorithms. It is for people who may know a little machine learning (or not) and who may have heard about TensorFlow, but found the documentation too daunting to approach.
This book brings together the latest research in smart sensors technology and exposes the reader to myriad industrial applications that this technology has enabled.
A project-based guide to the basics of deep learning. This concise, project-driven guide to deep learning takes readers through a series of program-writing tasks that introduce them to the use of deep learning in such areas of artificial intelligence as computer vision, natural-language processing, and reinforcement learning. The author, a longtime ...
Be an adaptive thinker that leads the way to Artificial Intelligence. Artificial Intelligence has the potential to replicate humans in every field. This book serves as a starting point for you to understand how AI is built, with the help of intriguing examples and case studies. Artificial Intelligence By Example will make you an adaptive thinker an ...
Create amazing robotic projects on a shoestring budgetAbout This Book Make your projects talk and understand speech with Raspberry Pi Use standard webcam to make your projects see and enhance vision capabilities Full of simple, easy-to-understand instructions to bring your Raspberry Pi online for developing robotics projects
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