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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Artificial Vision and Language Processing for Robotics begins by discussing the theory behind robots. You'll compare different methods used to work with robots and explore computer vision, its algorithms, and limits. You'll then learn how to control the robot with natural language processi...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Morena Alberola, Álvaro (Author), Molina Gallego, Gonzalo (Author), Garay Maestre, Unai (Author)
Format: Electronic eBook
Language:Inglés
Published: Birmingham, UK : Packt Publishing, 2019.
Subjects:
Artificial vision.
Robotics.
Natural language processing (Computer science)
Neural networks (Computer science)
Robotics
Natural Language Processing
Neural Networks, Computer
Vision artificielle (Cécité)
Robotique.
Traitement automatique des langues naturelles.
Réseaux neuronaux (Informatique)
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Fundamentals of robotics
  • Introduction to computer vision
  • Fundamentals of natural language processing
  • Neural networks with NLP
  • Convolutional neural networks for computer vision
  • Robot Operating System (ROS)
  • Build a text-based dialogue system (Chatbot)
  • Object recognition to guide a robot using CNNs
  • Computer vision for robotics.

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