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 Eye blink detection using CNN to detect drowsiness level in drivers for road safety Subject The topic of the resource Convolution neural network; Cross entropy; Deep learning; Dlib; Eye blink; Mobilenet V2; RMSProp Description An account of the resource Blinking is a regular bodily function and it is the semiautomatic fast closing of the eyelid. A specific blink is examined by dynamic folding of the eyelid. It is a vital function of the eye which helps in spread of tears across and eliminates irritants from the shallow of cornea. In this research work we made use of convolution neural network, the deep learning concepts and image processing to detect drowsiness level in drivers. To train the blink detection model the mobilenet V2 is used as base. The loss function used for training was RMSprop and the optimizer is binary cross entropy. The dlib facial landmark was exploited to perceive and pre-process the detected faces. The dataset used for the training model is selected from the Xiaoyang Tan of nanjing university of aeronautics and astronautics. Based on the experimental outcome the projected method achieves an accuracy of 97%. The prototype developed serves as a base for further development of this process to achieve better road safety. 2021 Institute of Advanced Engineering and Science. All rights reserved. Creator An entity primarily responsible for making the resource Vishesh P.; Raghavendra S.; Jankatti S.K.; Rekha V. Source A related resource from which the described resource is derived Indonesian Journal of Electrical Engineering and Computer Science, Vol-22, No. 1, pp. 222-231. Publisher An entity responsible for making the resource available Institute of Advanced Engineering and Science Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.11591/ijeecs.v22.i1.pp159-167" target="_blank" rel="noreferrer noopener">https://doi.org/10.11591/ijeecs.v22.i1.pp159-167</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104192502&amp;doi=10.11591%2Fijeecs.v22.i1.pp159-167&amp;partnerID=40&amp;md5=dfd210eefc3173d59c0cd6f6b6295ffd" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104192502&amp;doi=10.11591%2fijeecs.v22.i1.pp159-167&amp;partnerID=40&amp;md5=dfd210eefc3173d59c0cd6f6b6295ffd</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access; Green Open Access Relation A related resource ISSN: 25024752 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 Vishesh P., Department of Computer Science and Engineering, CHRIST Deemed to be University, India; Raghavendra S., Department of Computer Science and Engineering, CHRIST Deemed to be University, India; Jankatti S.K., Department of Computer Science and Engineering, KSSEM, VTU, India; Rekha V., Department of Computer Science and Engineering, CHRIST Deemed to be University, India