Applied deep learning and computer vision for self-driving cars : build autonomous vehicles using deep neural networks and behavior-cloning techniques /

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This book teaches you the different techniques and methodologies associated while implementing deep learning solutions in self-driving cars. You will use real-world examples to implement various neural network architectures to develop your own autonomous and automated vehicle using the Python enviro...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Ranjan, Sumit (Autor), Senthamilarasu, S. (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham : Packt Publishing, 2020.
Temas:
Automated vehicles > Computer simulation.
Machine learning.
Neural networks (Computer science)
Véhicules autonomes > Simulation par ordinateur.
Apprentissage automatique.
Réseaux neuronaux (Informatique)
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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500 |a Table of ContentsThe Foundation of Self-Driving CarsDive Deep into Deep Neural NetworksImplementing a Deep Learning Model using KerasComputer Vision for Self-Driving CarsFinding Road Markings using OpenCVImproving the Image Classifier with CNNRoad Sign Detection using Deep LearningThe Principles and Foundations of Semantic SegmentationImplementation of Semantic SegmentationBehavior Cloning using Deep LearningVehicle Detection using OpenCV and Deep LearningNext Steps. 
520 |a This book teaches you the different techniques and methodologies associated while implementing deep learning solutions in self-driving cars. You will use real-world examples to implement various neural network architectures to develop your own autonomous and automated vehicle using the Python environment. 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Automated vehicles  |x Computer simulation. 
650 0 |a Machine learning. 
650 0 |a Neural networks (Computer science) 
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650 6 |a Apprentissage automatique. 
650 6 |a Réseaux neuronaux (Informatique) 
650 7 |a Machine learning.  |2 fast  |0 (OCoLC)fst01004795 
650 7 |a Neural networks (Computer science)  |2 fast  |0 (OCoLC)fst01036260 
700 1 |a Senthamilarasu, S.,  |e author. 
776 0 8 |i Print version:  |z 9781838646301 
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