Road Lane Line Detection Based on ML and DL Techniques
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Date
2023-06-10
Journal Title
Journal ISSN
Volume Title
Publisher
University of M'sila
Abstract
Lane detection is an important technology in driving assistance systems and smart
cars, intended to identify and track lane lines on highways and public streets. Line detection is
crucial to maintaining traffic safety and achieving safe and efficient driving. Many algorithms
have developed in the field of machine learning over the past years, especially in the field of
deep learning, which is an important branch of machine learning. As programming tools, we
used Python, Open CV, which is the most widely used in this field. I created an application that
warns the driver if the line is crossed on the road, intentionally or unintentionally.
Description
Keywords
machine learning, deep learning, lane line detection, neural networks, selfdriving cars.