Applied deep learning and computer vision for self-driving cars :: build autonomous vehicles using deep neural networks and behavior-cloning techniques /
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...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham :
Packt Publishing,
2020.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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. |
| Beschreibung: | 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. |
| Beschreibung: | 1 online resource |
| ISBN: | 1838647023 9781838647025 |
Internformat
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| 245 | 1 | 0 | |a Applied deep learning and computer vision for self-driving cars : |b build autonomous vehicles using deep neural networks and behavior-cloning techniques / |c Sumit Ranjan, Dr. S. Senthamilarasu. |
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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. | ||
| 650 | 0 | |a Automated vehicles |x Computer simulation. | |
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| 650 | 6 | |a Apprentissage automatique. | |
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| 700 | 1 | |a Senthamilarasu, S., |e author. | |
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| illustrated | Not Illustrated |
| indexdate | 2024-11-27T13:30:04Z |
| institution | BVB |
| isbn | 1838647023 9781838647025 |
| language | English |
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| spelling | Ranjan, Sumit, author. Applied deep learning and computer vision for self-driving cars : build autonomous vehicles using deep neural networks and behavior-cloning techniques / Sumit Ranjan, Dr. S. Senthamilarasu. Birmingham : Packt Publishing, 2020. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier CIP data; resource not viewed. 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. 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. Automated vehicles Computer simulation. Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Véhicules autonomes Simulation par ordinateur. Apprentissage automatique. Réseaux neuronaux (Informatique) Machine learning fast Neural networks (Computer science) fast Senthamilarasu, S., author. has work: Applied Deep Learning and Computer Vision for Self-Driving Cars (Work) https://id.oclc.org/worldcat/entity/E39PD3FyDhwxtbKPRKvRgMMwYP https://id.oclc.org/worldcat/ontology/hasWork Print version: 9781838646301 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2581636 Volltext |
| spellingShingle | Ranjan, Sumit Senthamilarasu, S. Applied deep learning and computer vision for self-driving cars : build autonomous vehicles using deep neural networks and behavior-cloning techniques / Automated vehicles Computer simulation. Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Véhicules autonomes Simulation par ordinateur. Apprentissage automatique. Réseaux neuronaux (Informatique) Machine learning fast Neural networks (Computer science) fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85079324 http://id.loc.gov/authorities/subjects/sh90001937 |
| title | Applied deep learning and computer vision for self-driving cars : build autonomous vehicles using deep neural networks and behavior-cloning techniques / |
| title_auth | Applied deep learning and computer vision for self-driving cars : build autonomous vehicles using deep neural networks and behavior-cloning techniques / |
| title_exact_search | Applied deep learning and computer vision for self-driving cars : build autonomous vehicles using deep neural networks and behavior-cloning techniques / |
| title_full | Applied deep learning and computer vision for self-driving cars : build autonomous vehicles using deep neural networks and behavior-cloning techniques / Sumit Ranjan, Dr. S. Senthamilarasu. |
| title_fullStr | Applied deep learning and computer vision for self-driving cars : build autonomous vehicles using deep neural networks and behavior-cloning techniques / Sumit Ranjan, Dr. S. Senthamilarasu. |
| title_full_unstemmed | Applied deep learning and computer vision for self-driving cars : build autonomous vehicles using deep neural networks and behavior-cloning techniques / Sumit Ranjan, Dr. S. Senthamilarasu. |
| title_short | Applied deep learning and computer vision for self-driving cars : |
| title_sort | applied deep learning and computer vision for self driving cars build autonomous vehicles using deep neural networks and behavior cloning techniques |
| title_sub | build autonomous vehicles using deep neural networks and behavior-cloning techniques / |
| topic | Automated vehicles Computer simulation. Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Véhicules autonomes Simulation par ordinateur. Apprentissage automatique. Réseaux neuronaux (Informatique) Machine learning fast Neural networks (Computer science) fast |
| topic_facet | Automated vehicles Computer simulation. Machine learning. Neural networks (Computer science) Véhicules autonomes Simulation par ordinateur. Apprentissage automatique. Réseaux neuronaux (Informatique) Machine learning |
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