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...

Full description

Saved in:
Bibliographic Details
Main Authors: Ranjan, Sumit, (Author), Senthamilarasu, S., (Author)
Format: eBook
Language: English
Published: Birmingham : Packt Publishing, 2020.
Subjects:
Automated vehicles > Computer simulation.
Machine learning.
Neural networks (Computer science)
elektronické knihy
electronic books
ISBN: 1838647023
9781838647025
9781838646301
Physical Description: 1 online resource

Cover

Table of contents

LEADER 02513cam a2200385 i 4500
001 kn-on1197737095
003 OCoLC
005 20240717213016.0
006 m o d
007 cr cn|||||||||
008 200822s2020 enk o 000 0 eng d
040 |a UKMGB  |b eng  |e rda  |e pn  |c UKMGB  |d EBLCP  |d OCLCO  |d N$T  |d OCLCF  |d N$T  |d UMI  |d YDX  |d OCLCQ  |d VLB  |d OCLCO  |d OCLCQ  |d OCLCO  |d OCLCL 
020 |a 1838647023 
020 |a 9781838647025  |q (electronic bk.) 
020 |z 9781838646301  |q (pbk.) 
035 |a (OCoLC)1197737095  |z (OCoLC)1190725813  |z (OCoLC)1195821757  |z (OCoLC)1204218091  |z (OCoLC)1430337547 
100 1 |a Ranjan, Sumit,  |e author. 
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. 
264 1 |a Birmingham :  |b Packt Publishing,  |c 2020. 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
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. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
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 Knovel  |b Knovel (All titles) 
650 0 |a Automated vehicles  |x Computer simulation. 
650 0 |a Machine learning. 
650 0 |a Neural networks (Computer science) 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Senthamilarasu, S.,  |e author. 
776 0 8 |i Print version:  |z 9781838646301 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpADLCVSDC/applied-deep-learning?kpromoter=marc  |y Full text 

Similar Items