商品＃:
185840147
Artificial Intelligence for Robotics: Build intelligent robots using ROS 2 Python OpenCV and AI/ML techniques for real-world tasks
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商品＃:
185840147
JPY 9301
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今すぐ注文すると 頃に届きます 木曜日, 10月 22
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最高の物流パートナー
Unlock the potential of your robots by enhancing their perception with cutting-edge artificial intelligence and machine learning techniques.
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この商品の利点
Comprehensive Curriculum
Offers a thorough guide to combining ROS 2 with Python, OpenCV, and AI/ML, ensuring beginners to advanced users master robotics programming effectively.
Practical Applications
Focuses on real-world tasks, empowering readers to build intelligent robots that solve actual problems, enhancing learning through practical experience.
Multi-Disciplinary Techniques
Integrates various cutting-edge technologies, providing a holistic approach to robotics that prepares users for diverse challenges in the field of AI and robotics.
製品詳細
- Learn how to apply artificial intelligence, engineering, and machine learning to create smart robots capable of interacting with their environment, engaging with users, making decisions, and navigating autonomouslyKey FeaturesGain a holistic understanding of robot design, systems engineering, and task analysisImplement AI/ML techniques to detect and manipulate objects and navigate robots using landmarksIntegrate voice and natural language interactions to create a digital assistant and artificial personality for your robotPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionUnlock the potential of your robots by enhancing their perception with cutting-edge artificial intelligence and machine learning techniques. From neural networks to computer vision, this book equips you with the tools and practical use cases to create truly smart robots.Starting with robotics basics, robot architecture, control systems, and decision-making theory, this book presents systems-engineering methods to design problem-solving robots with single-board computers. You’ll explore object recognition and genetic algorithms to teach your robot to identify and pick up objects, and you'll also harness the power of natural language processing to give your robot a voice. To enhance your robot further, you’ll master neural networks to classify and separate objects and navigate autonomously, before advancing to guiding your robot arms using reinforcement learning and genetic algorithms. The book also covers path planning and goal-oriented programming to prioritize your robot's tasks, showing you how to connect all software using Python and ROS 2 for a seamless experience.By the end of this book, you’ll have learned how to transform your robot into a helpful assistant with NLP and give it an artificial personality, ready to tackle real-world tasks and even crack jokes.What you will learnGet started with robotics and AI essentialsUnderstand path planning, decision trees, and search algorithms to enhance your robotExplore object recognition using neural networks and supervised learning techniquesEmploy genetic algorithms to enable your robot arm to manipulate objectsTeach your robot to listen using Natural Language Processing through an expert systemProgram your robot in how to avoid obstacles and retrieve objects with machine learning and computer visionApply simulation techniques to give your robot an artificial personalityWho this book is forThis book is for practicing robotics engineers and enthusiasts aiming to advance their skills by applying AI and ML techniques. Students and researchers looking for practical guidance for solving specific problems or approaching a difficult robot design will find this book insightful.Proficiency in Python programming, familiarity with electronics and wiring, single board computers, Linux-based command-line interface (CLI), and knowledge of AI/ML concepts are required to get started with this book.Table of ContentsThe Foundation of Robotics and Artificial IntelligenceSetting Up Your RobotConceptualizing the Practical Robot Design ProcessRecognizing Objects Using Neural Networks and Supervised LearningPicking Up and Putting Away Toys using Reinforcement Learning and Genetic AlgorithmsTeaching a Robot to ListenTeaching the Robot to Navigate and Avoid StairsPutting Things AwayGiving the Robot an Artificial PersonalityConclusions and ReflectionsQ and AApendix
| Publisher | Packt Publishing |
| Publication date | 29 Mar. 2024 |
| Edition | 2. |
| Language | English |
| Print length | 344 pages |
| ISBN-10 | 1805129597 |
| ISBN-13 | 978-1805129592 |
| Dimensions | 19.05 x 1.98 x 23.5 cm |
どんな人にお勧めですか？
-
Aspiring Robotics Engineers
Individuals seeking to gain hands-on experience in building robots using advanced AI and programming languages.
-
Students in Robotics
Students studying robotics who require practical applications and learning through structured projects and techniques.
-
AI Enthusiasts
Users interested in the intersection of artificial intelligence and robotics, looking to enhance their skill set.
-
Beginners in Programming
Complete beginners may struggle with the technical aspects without prior programming knowledge or experience.
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English edition Francis X. Govers III Format: Paperback Editorial Review
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長所
- Comprehensive coverage of topics
- Easy-to-follow tutorials
- Practical real-world applications
- Great for beginners and pros
- Supports multiple programming languages
短所
- Some sections may feel a bit rushed.
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JPY 9301
今すぐ注文すると 頃に届きます 木曜日, 10月 22
This item is not restrict in my country.(Please click on above link if this item is not restrict in your country, So our team will review and allow.)
数量：
在庫は残り7点のみです。
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PCI DSS準拠・ISO 27001:2022認証取得。すべてのご注文に暗号化決済と充実したバイヤープロテクションが適用されます。
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最速の国際配送
特徴と利点
- Learn to build intelligent robots using AI, ROS 2, Python, and OpenCV.
- Gain a holistic understanding of robot design and task analysis.
- Implement AI/ML techniques for object detection and navigation.
- Create voice and natural language interactions for user engagement.
- Master neural networks and genetic algorithms for smart decision-making.
- Transform robots into helpful assistants capable of tackling real-world tasks.
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