Book
Hands-On Vision and Behavior for Self-Driving Cars
This book will give you insights into the technologies that drive the autonomous car revolution. To get started, all you need is basic knowledge of computer vision and Python.
Offered by
Difficulty Level
Intermediate
Completion Time
12h28m
Language
English
About Book
Who Is This Book For?
This book is for software engineers who are interested in learning about technologies that drive the autonomous car revolution. Although basic knowledge of computer vision and Python programming is required, prior knowledge of advanced deep learning and how to use sensors (lidar) is not needed.
Hands-On Vision and Behavior for Self-Driving Cars
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 12h28m total length
OpenCV Basics and Camera Calibration
Understanding and Working with Signals
Lane Detection
Deep Learning with Neural Networks
Deep Learning Workflow
Improving Your Neural Network
Detecting Pedestrians and Traffic Lights
Behavioral Cloning
Semantic Segmentation
Steering, Throttle, and Brake Control
Mapping Our Environments
Related Resources
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