Research Publications Authored by SLIIT Staff

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This collection includes all SLIIT staff publications presented at external conferences and published in external journals. The materials are organized by faculty to facilitate easy retrieval.

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Author: search.filters.author.Dissanayake, D.M.J.CSubject: search.filters.subject.Deep Learning-Based

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    Deep Learning-Based Smart Infotainment System for Taxi Vehicles
    (IEEE, 2022-06-27) Dewalegama, M. P; de Zoysa, A.D.S; Kodikara, L. M; Dissanayake, D.M.J.C; Kuruppu, T. A; Rupasinghe, S
    Nowadays, people are more intent to use IoT to ease their day-to-day work. As a result of that, the transportation industry is being adopted to more IoT-based approaches rather than traditional methods. When it comes to taxi services, companies need to keep up the competition with their rivals. Along with the high demand, there are also being reporting number of problems around the taxi industry daily. Taking some of the most common problems into consideration, such as “Smart Infotainment System” will help to resolve most of those problems. Deep learning models such as CNN (Convolutional Neural Network), YOLO and SKLearn used to develop the proposed system. As a result of that, the reputation of the taxi service will be increased, and the taxi service consumers will be able to get a comfortable and safer journey to the end of the day.