A cloud based smart recycling bin for waste classification

被引:9
作者
Baras, Nikolaos [1 ]
Ziouzios, Dimitris [1 ]
Dasygenis, Minas [1 ]
Tsanaktsidis, Constantinos [1 ]
机构
[1] Univ Western Macedonia, Kozani 50131, Greece
来源
2020 9TH INTERNATIONAL CONFERENCE ON MODERN CIRCUITS AND SYSTEMS TECHNOLOGIES (MOCAST) | 2020年
关键词
cloud; smart bin; classification; computation offloading; recycle; recycling bin; IoT;
D O I
10.1109/mocast49295.2020.9200283
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Due to the Earth's population rapid growth along with the modern lifestyle the urban waste constantly increases. People consume more and the products are designed to have shorter lifespans. Recycling is the only way to make a sustainable environment. The process of recycling requires the separation of waste materials, which is a time consuming procedure. However, most of the proposed research works found in literature are neither budget-friendly nor effective to be practical in real world applications. In this paper, we propose a solution: a low-cost and effective Smart Recycling Bin that utilizes the power of cloud to assist with waste classification. A centralized Information System (IS) collects measurements from smart bins that are deployed all around the city and classifies the waste of each bin using Artificial Intelligence and neural networks. Our implementation is capable of classifying different types of waste with an accuracy of 93.4% while keeping deployment cost and power consumption very low.
引用
收藏
页数:4
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