Hewagamage, P.Perera, DThilakarathna, TKasthurirathna, DFernando, RMihiranga, A2022-08-152022-08-152021-12-02P. Hewagamage, A. Mihiranga, D. Perera, R. Fernando, T. Thilakarathna and D. Kasthurirathna, "SMART Garbage Bin Kit: Expandable and Intelligent Waste Management System using Deep Learning and IoT for Modern Organizations," 2021 21st International Conference on Advances in ICT for Emerging Regions (ICter), 2021, pp. 165-170, doi: 10.1109/ICter53630.2021.9774824.2472-7598https://rda.sliit.lk/handle/123456789/2850According to published statistics, Sri Lanka produces garbage around 7000MT per day, and every organization directly contributes this national amount depending on the waste management practices. 'Waste contamination' is a critical issue that affects waste management, and it should be addressed during the garbage collection process. This has led to environmental hazards resulting in health and other social issues. Hence, it is a responsibility of an organization to separate the garbage during the collection process using a suitable technique. In this paper, we are proposing a smart garbage bin kit that automates the separation of garbage collection, which minimizes human error using AI-based technologies. IoT-based devices connected to a smart garbage bin kit guide the user to the correct bin. At the same time, our proposed system can be easily expanded for new special waste categories as well. The other important issue of the current garbage management is improper time management of the garbage removal process in organizations. This happens due to the lack of real-time data on waste bins, and collection is based on the fixed time interval irrespective of the status and location of garbage bins. In the proposed system of SMART Garbage Bin Kit, the group of all interconnected garbage bins is monitored in real-time to identify the optimum collection path considering the location and the status of garbage bins using an optimized algorithm. Hence, the study presented in this paper integrates several intelligent approaches together with IoT based network to build a cutting-edge device, declared as SMART Garbage Bin kit. The prototype system has been built as a part of the research study to demonstrate its feasibility and sustainability.enSMART GarbageGarbage Bin KitExpandableIntelligent Waste ManagementDeep LearningModern OrganizationsIoTManagement SystemArticle10.1109/ICter53630.2021.9774824