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Artificial Vision and Language Processing for Robotics

You're reading from   Artificial Vision and Language Processing for Robotics Create end-to-end systems that can power robots with artificial vision and deep learning techniques

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Product type Paperback
Published in Apr 2019
Publisher Packt
ISBN-13 9781838552268
Length 356 pages
Edition 1st Edition
Languages
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Authors (3):
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Gonzalo Molina Gallego Gonzalo Molina Gallego
Author Profile Icon Gonzalo Molina Gallego
Gonzalo Molina Gallego
Unai Garay Maestre Unai Garay Maestre
Author Profile Icon Unai Garay Maestre
Unai Garay Maestre
Álvaro Morena Alberola Álvaro Morena Alberola
Author Profile Icon Álvaro Morena Alberola
Álvaro Morena Alberola
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Table of Contents (12) Chapters Close

Artificial Vision and Language Processing for Robotics
Preface
1. Fundamentals of Robotics 2. Introduction to Computer Vision FREE CHAPTER 3. Fundamentals of Natural Language Processing 4. Neural Networks with NLP 5. Convolutional Neural Networks for Computer Vision 6. Robot Operating System (ROS) 7. Build a Text-Based Dialogue System (Chatbot) 8. Object Recognition to Guide a Robot Using CNNs 9. Computer Vision for Robotics Appendix

ROS Concepts


As mentioned earlier, working with ROS is not easy the first time round. But just like any other software, you need to know how ROS works and how to perform certain tasks using it. In order to do that and before installing or working with the framework, it is important to understand its basic concepts. The key ideas behind ROS' functions that will help you understand its internal processes are mentioned here:

  • Node: An ROS node is a process in charge of performing tasks and calculations. They can be combined with each other using topics or other more complex tools.

  • Topic: Topics can be defined as information channels between nodes that work in a unidirectional way. This is considered a unidirectional workflow because nodes can subscribe to topics, but a topic would not know which nodes are subscribed to it.

  • Master: The ROS master is a service that provides a name and registration to the remaining nodes. Its main function is to enable individual nodes so that they can locate each...

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