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Big Data for Enhancing Deep Learning in Autonomous Driving

preeti prajapati prajapati

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Abstract

This project investigates the role of big data and deep learning in advancing autonomousdriving technology. With the exponential growth in autonomous vehicles (AVs), there is acritical need for managing and analyzing massive amounts of data generated from AVsensors, cameras, and radars. Big data provides vast, diverse information, including realtime traffic data, environmental conditions, and vehicle behavior, which are crucial forautonomous vehicles to operate safely and efficiently. However, processing andinterpreting such high-volume data in real time requires advanced data science techniques,especially deep learning algorithms, which can learn complex patterns and make decisionswith minimal human intervention.

Copyright

Copyright © 2024 preeti prajapati. This is an open access article distributed under the Creative Commons Attribution License.

Paper Details
Paper ID: IJPREMS41100042261
ISSN: 2321-9653
Publisher: ijprems
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