Paper Title
SMART BIN FOR WASTE MANAGEMENT IN URBAN AREAS USING IMAGE PROCESSING
Article Identifiers
Authors
Dr. Amitha I C , Drishya P k , Fathimathul Aifa K P , Sandra C M , Sheetal Madhu
Keywords
Waste Management, YOLOv5 algorithm, YOLOv5 architecture, Waste Detection and classification, CNN, Documentation.
Abstract
Waste management is an increasingly critical issue in today’s society due to its increasing amount. To solve this challenge, we propose a software-based solution inspired by existing solar energy smart sorting boxes. The proposed model aims to classify dry and wet waste using image processing, it also improves the accuracy using deep learning techniques. The software is trained using a dataset of garbage images and its accuracy is evaluated using test images. Real-time implementation can be done by adding a web camera to capture real-time images and classify the waste, and an LED display mounted on the bin will show whether the waste is dry or wet. Although real-time implementation may not be possible at first, this approach is a significant step towards automating waste management processes. The ultimate goal is to promote good management practices and promote a cleaner and more sustainable environment.
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How To Cite (APA)
Dr. Amitha I C, Drishya P k, Fathimathul Aifa K P, Sandra C M, & Sheetal Madhu (July-2024). SMART BIN FOR WASTE MANAGEMENT IN URBAN AREAS USING IMAGE PROCESSING. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(7), g41-g51. https://ijnrd.org/papers/IJNRD2407503.pdf
Issue
Volume 9 Issue 7, July-2024
Pages : g41-g51
Other Publication Details
Paper Reg. ID: IJNRD_226071
Published Paper Id: IJNRD2407503
Downloads: 000121983
Research Area: Computer Science & TechnologyÂ
Country: Kannur, Kerala, India
Published Paper PDF: https://ijnrd.org/papers/IJNRD2407503.pdf
Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2407503
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Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)
ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016
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This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition
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