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Raspberry Pi Computer Vision Programming: Design and implement computer vision applications with Raspberry Pi, OpenCV, and Python 3, 2nd Edition
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Информация о продукте
| Publisher u200f : u200e | Packt Publishing (June 29, 2020) |
| Language u200f : u200e | English |
| Paperback u200f : u200e | 306 pages |
| ISBN-10 u200f : u200e | 1800207212 |
| ISBN-13 u200f : u200e | 978-1800207219 |
| Item Weight u200f : u200e | 1.16 pounds (530 grams) |
| Dimensions u200f : u200e | 7.5 x 0.69 x 9.25 inches |
ОПИСАНИЕ ТОВАРА
Raspberry Pi Computer Vision Programming: Design and implement computer vision applications with Raspberry Pi, OpenCV, and Python 3, 2nd Edition
Вопросы и ответы клиентов
-
вопрос:
What is the main focus of 'Raspberry Pi Computer Vision Programming'?
отвечать: The book primarily focuses on teaching readers how to design and implement computer vision applications using Raspberry Pi, OpenCV, and Python 3. It covers essential concepts and hands-on projects that empower enthusiasts and professionals alike to harness the power of computer vision technology. Topics include image processing, object detection, and real-time video analysis. By following along, readers can build a range of applications, making it suitable for hobbyists or developers looking to integrate vision capabilities into their projects. -
вопрос:
Do I need prior programming knowledge to benefit from this book?
отвечать: While having a foundation in Python programming will be beneficial, 'Raspberry Pi Computer Vision Programming' accommodates beginners through clear explanations and step-by-step instructions. Readers with minimal experience can start from scratch, as the book introduces key programming concepts within the context of computer vision applications. Additionally, practical examples guide users through coding exercises, helping them build confidence while learning to solve real-world problems with Raspberry Pi. -
вопрос:
What are some real-world applications of Raspberry Pi in computer vision?
отвечать: Raspberry Pi excels in various computer vision applications, including facial recognition systems, surveillance cameras, and automated object tracking. Projects such as smart mirrors, gesture detection interfaces, and robotics can easily be developed using the techniques from this book. These applications showcase the versatility of Raspberry Pi and allow users to implement computer vision solutions for personal or professional use, enhancing automation and interaction capabilities in daily tasks. -
вопрос:
Is OpenCV covered in detail?
отвечать: Yes, 'Raspberry Pi Computer Vision Programming' provides in-depth coverage of OpenCV—a widely-used library for computer vision tasks. The book walks readers through installation, basic commands, and advanced functions, ensuring a comprehensive understanding of how to utilize OpenCV effectively. With practical examples and projects, users can quickly learn to apply OpenCV functions for image processing, machine learning, and real-time analysis, enabling them to develop robust applications tailored to their specific needs. -
вопрос:
Can I use this book for classroom teaching purposes?
отвечать: Absolutely! This book is well-structured for educational use, making it suitable for classroom settings or workshops. Its hands-on approach encourages collaborative learning, and the projects included can be adapted for various skill levels. Educators can utilize the content to teach students about programming, electronics, and computer vision fundamentals, fostering an engaging environment for practical exploration and creativity in technology. -
вопрос:
What hardware do I need to start with this book?
отвечать: To get started with 'Raspberry Pi Computer Vision Programming,' you will need a Raspberry Pi board, a camera module or USB webcam, and a compatible power supply. Additionally, having an SD card with Raspbian OS installed will allow you to run Python and OpenCV effectively. Other recommended components include a monitor, keyboard, and mouse for ease of programming and debugging. By gathering this hardware, you'll have everything necessary to dive into exciting computer vision projects. -
вопрос:
How does this edition differ from the first edition?
отвечать: The second edition of 'Raspberry Pi Computer Vision Programming' features updated content reflecting the latest advancements in Raspberry Pi hardware, OpenCV revisions, and Python 3 enhancements. New projects and examples have been added to provide readers with contemporary applications and better understanding of modern computer vision techniques. This edition aims to keep content relevant, ensuring that users can apply their skills to current technology trends and challenges. -
вопрос:
What can I expect in terms of learning outcomes?
отвечать: Readers can expect to gain a solid understanding of computer vision concepts, tools, and techniques by following this book. By the end, you'll be equipped to create dynamic applications using the Raspberry Pi and OpenCV. Practical learning outcomes include developing skills in image recognition, object detection, and video analysis. This knowledge not only enhances your programming capability but also opens pathways for engaging in innovative projects across various fields, such as robotics, automation, and smart technologies. -
вопрос:
Does this book cover machine learning aspects?
отвечать: Yes, 'Raspberry Pi Computer Vision Programming' touches upon machine learning concepts as they pertain to computer vision applications. Readers will learn how to implement basic machine learning algorithms using OpenCV in conjunction with the Raspberry Pi. The inclusion of practical examples demonstrates how machine learning can improve the accuracy and efficiency of tasks like image classification and object detection, allowing users to build smarter applications and systems. -
вопрос:
Where can I buy 'Raspberry Pi Computer Vision Programming' in Kyrgyzstan?
отвечать: You can purchase 'Raspberry Pi Computer Vision Programming: Design and implement computer vision applications with Raspberry Pi, OpenCV, and Python 3, 2nd Edition' from Ubuy in Kyrgyzstan. Ubuy offers a convenient online shopping experience, allowing you to easily find this book along with a wide range of related products, enabling you to start your computer vision journey with Raspberry Pi and Python.
Ashwin Pajankar Books Editorial Review
**** The second edition of "Raspberry Pi Computer Vision Programming" provides an accessible and practical guide for anyone interested in exploring computer vision applications using Raspberry Pi, OpenCV, and Python 3. Targeted primarily at hobbyists and beginners, the book offers a comprehensive introduction to the essential components of setting up computer vision projects. Reviewers appreciated the book's wide array of topics, which range from basic programming to more complex implementations. Its strength lies in its abundance of well-commented code examples that demystify programming concepts, making them approachable for newcomers without overwhelming them. Many readers highlighted how these straightforward examples aided them in understanding the nuances of OpenCV commands, effectively bridging the gap between theory and practice. The structure of the book is praised for its logical progression, beginning with system setup and basic OpenCV functions, evolving into real-world projects that include motion tracking and the chroma-key effect. However, some critiques suggest that the early chapters contain unnecessary content related to the Raspberry Pi's history and GPIO programming, which detracted from the focus on OpenCV itself. Additionally, while the text offers valuable insights, the desire for more real-world applications and examples is noted. Despite minor criticisms regarding the organization and depth of content in certain chapters, readers find this book to be a valuable resource for understanding computer vision on a Raspberry Pi. Its affordability compared to similar titles with more extensive project offerings adds to its appeal for budget-Conscious learners. Overall, "Raspberry Pi Computer Vision Programming" serves as a solid foundation for budding programmers seeking to explore the fascinating field of computer vision. **
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Плюсы
- Comprehensive coverage of computer vision topics.
- Abundant clear and well-commented code examples.
- Logical progression of tutorials that build on prior knowledge.
- Suitable for beginners, with no prior experience required.
- Affordable resource for learning computer vision compared to similar titles.
Минусы
- Some content may be Considered unnecessary or too basic.
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