Python for Robotics: Programming Intelligent Machines Develop robotic applications using Python and machine vision (Paperback) (ISBN-13: 9798315184010)

Unlock the future of robotics with Python for Robotics: Programming Intelligent Machines. This comprehensive guide is designed for everyone from beginners to experienced programmers who want to master the art of building, controlling, and programming intelligent robots using Python.

Robotics is an exciting field, and with the power of Python, you can take your ideas from simple prototypes to complex, autonomous systems capable of performing real-world tasks. In this book, you will start with the basics, learning how to install the necessary libraries and set up your Python environment. Then, you will gradually dive deeper into concepts such as machine vision, sensors, actuators, and autonomous navigation. Whether you want to build a robot to move autonomously, recognize objects, or interact with the environment, this book covers it all.

Learn how to utilize Python's powerful libraries for robotics, including OpenCV for machine vision and TensorFlow for machine learning. With hands-on examples, detailed explanations, and practical tips, you will learn how to develop robots that can process visual data, make decisions, and even adapt to changes in their environment.

Step-by-step guides will show you how to create interactive robotic applications that can follow paths, recognize objects, detect obstacles, and communicate with other devices. Each chapter presents real-life projects that help you understand how to solve common challenges faced when building robotic applications.

By the end of this book, you'll be able to:

• Understand the core principles of robotics and intelligent machine programming.

• Use Python to build robot applications that interact with the real world.

• Program robots to use machine vision and sensors to make decisions.

• Create autonomous robots capable of navigating environments and completing tasks.

• Master Python libraries, including OpenCV, NumPy, and TensorFlow, for creating efficient robotic systems.

Python for Robotics is your ultimate guide to mastering the craft of robotic programming with Python, taking you from foundational knowledge to expert-level skills that will allow you to innovate and create powerful robotic applications.