Mastering Autonomous Robotics with ROS2 and Python
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- Bog, paperback
- Engelsk
- 202 sider
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Beskrivelse
Harness the power of ROS2 and Python to design, build, and program intelligent autonomous robots. Whether you're a beginner or an experienced roboticist, this hands-on guide provides the knowledge and tools to develop AI-powered robots for navigation, manipulation, and human-robot interaction.
Key Features
¿ Master ROS2 for Robotics Development - Learn the fundamentals of Robot Operating System 2 (ROS2), including nodes, topics, services, and real-world applications.
¿ Practical Python Programming for Robotics - Implement sensor fusion, motion control, and AI-based decision-making with Python's powerful libraries like NumPy, OpenCV, and TensorFlow.
¿ Hands-On Navigation & Path Planning - Develop self-driving capabilities with SLAM, obstacle avoidance, and motion planning algorithms.
¿ AI-Powered Perception & Computer Vision - Train robots to detect objects, recognize patterns, and make intelligent decisions using deep learning and computer vision.
¿ Robot Manipulation & Dexterous Control - Use MoveIt! and ROS2 Navigation Stack to program robotic arms for grasping, picking, and placing objects.
¿ Human-Robot Interaction & Speech Recognition - Build robots that understand voice commands and gestures, enabling seamless human-machine collaboration.
¿ Debugging & Optimizing Robotics Systems - Learn best practices for troubleshooting ROS2 errors, optimizing performance, and remote debugging.
What You'll Learn
Detaljer
- SprogEngelsk
- Sidetal202
- Udgivelsesdato02-03-2025
- ISBN139798312739589
- Forlag Independently Published
- MålgruppeFrom age 0
- FormatPaperback
- Udgave0
Størrelse og vægt
10 cm
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