Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Machine Learning and Artificial Intelligence Techniques for Detecting Driver Drowsiness Subject The topic of the resource AI Visuals; Artificial Intelligence; Convolutional Neural Networks; Drowsiness Detection; Image Processing; Machine Learning Description An account of the resource The number of automobiles on the road grows in lock-step with the advancement of vehicle manufacturing. Road accidents appear to be on the rise, owing to this growing proliferation of vehicles. Accidents frequently occur in our daily lives, and are the top ten causes of mortality from injuries globally. It is now an important component of the worldwide public health burden. Every year, an estimated 1.2 million people are killed in car ac-cidents. Driver drowsiness and weariness are major con-tributors to traffic accidents this study relies on computer software and photographs, as well as a Convolutional Neural Network (CNN), to assess whether a motorist is tired. The Driver Drowsiness System is built on the Multi-Layer Feed-Forward Network concept CNN was created using around 7,000 photos of eyes in both sleepiness and non-drowsiness phases with various face layouts. These photos were divided into two datasets: training (80% of the images) and testing (20% of the images). For training purposes, the pictures in the training dataset are fed into the network. To decrease information loss as much as feasible, backpropagation techniques and optimizers are applied. We developed an algorithm to calculate ROI as well as track and evaluate motor and visual impacts. 2022, Industrial Research Institute for Automation and Measurements. All rights reserved. Creator An entity primarily responsible for making the resource Prathap B.R.; Kumar K.P.; Hussain J.; Chowdary C.R. Source A related resource from which the described resource is derived Journal of Automation, Mobile Robotics and Intelligent Systems, Vol-2022, No. 2, pp. 64-73. Publisher An entity responsible for making the resource available Industrial Research Institute for Automation and Measurements Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.14313/JAMRIS/2-2022/17" target="_blank" rel="noreferrer noopener">https://doi.org/10.14313/JAMRIS/2-2022/17</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85160608854&amp;doi=10.14313%2FJAMRIS%2F2-2022%2F17&amp;partnerID=40&amp;md5=514f8fe16529cfe502edfca5615bacd7" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85160608854&amp;doi=10.14313%2fJAMRIS%2f2-2022%2f17&amp;partnerID=40&amp;md5=514f8fe16529cfe502edfca5615bacd7</a> Rights Information about rights held in and over the resource All Open Access; Hybrid Gold Open Access Relation A related resource ISSN: 18978649 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Prathap B.R., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Karnataka, Bangalore, 560074, India; Kumar K.P., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Karnataka, Bangalore, 560074, India; Hussain J., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Karnataka, Bangalore, 560074, India; Chowdary C.R., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Karnataka, Bangalore, 560074, India