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 Conference Papers Conference Paper Faculty Publications- Conference Papers 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 Real-time Litter Recognition Using Improved YOLOv4 Tiny Algorithm Subject The topic of the resource fully connected layer; litter; object detection; prediction time; YOLOv4-Tiny Description An account of the resource Littered roads have become a familiar sight in India. The main reason is the increasing population and inefficient waste disposal system. Since garbage collectors cannot pick litter in all the places, there is a need for an efficient way to detect it. Hence, a machine learning-based object detection model is used. In this, we have applied an improved YOLOv4-Tiny algorithm to detect the garbage, classify it and make the detection process easier on custom datasets. We have improved the algorithm in terms of the object prediction time, this is done by replacing a max pooling layer with one of two layers present in a fully connected layer. When an input is given, the algorithm detects the litter in the image with a bounding box around it along with the label and confidence score. The proposed model reduces the prediction time by 0.517 milliseconds less than the original algorithm employed which concludes that the object is predicted faster. 2022 IEEE. Creator An entity primarily responsible for making the resource Shalini V.; Tangade S.; Prajna P.K.; Sangeetha J.P.; Azam F.; Anoop G.L. Source A related resource from which the described resource is derived MysuruCon 2022 - 2022 IEEE 2nd Mysore Sub Section International Conference Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. 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/10.1109/MysuruCon55714.2022.9972356" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/MysuruCon55714.2022.9972356</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85145347420&amp;doi=10.1109%2FMysuruCon55714.2022.9972356&amp;partnerID=40&amp;md5=770727b3bd0f9a0ea00f103ad5a04248" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85145347420&amp;doi=10.1109%2fMysuruCon55714.2022.9972356&amp;partnerID=40&amp;md5=770727b3bd0f9a0ea00f103ad5a04248</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-166549790-9 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 Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Shalini V., Reva University, School of Electronics and Commn. Engg, Bangalore, India; Tangade S., Christ (Deemed to Be University), Dept. of Cse, Bangalore, India; Prajna P.K., Reva University, School of Electronics and Commn. Engg, Bangalore, India; Sangeetha J.P., Reva University, School of Electronics and Commn. Engg, Bangalore, India; Azam F., School of Comp. Science &amp; Engineering, Reva University, Bangalore, India; Anoop G.L., Christ (Deemed to Be University), Dept. of Cse, Bangalore, India