SMARTSORT: YOLOv4-driven Smart Sorting for Household Waste Management-Reference-Cited by-同舟云学术

SMARTSORT: YOLOv4-driven Smart Sorting for Household Waste Management

Published:2024 Issue: Volume:488 Page:03025
ISSN:2267-1242
Container-title:E3S Web of Conferences
language:
Short-container-title:E3S Web of Conf.

Author:

Mortos Yuneza Claire Y.,Malbog Mon Arjay,Nipas Marte,Marasigan Rufo Jr.,Nava Dennis

Abstract

The current market offers smart bins, incorporating automatic door openings as a notable design feature for household cleanliness. While advanced and versatile waste management devices exist for business applications, the Philippines faces limited access to these innovations. The discrepancy is compounded by existing challenges in waste segregation techniques that demand attention and improvement. This project aims to address these issues by developing a system that automates the separation of household waste into three distinct categories: paper, plastic, and metal. Utilizing an Arduino Mega microcontroller, YOLOv4-based waste classification, and various models, the system offers efficient and hands-free waste disposal. Key features include real-time notifications, three-succession waste disposal, and LED bar indicators. The system’s potential lies in streamlining waste segregation, user-friendly design, and versatile applications beyond residential use. SMARTSORT aims to contribute to sustainable waste management practices.

Publisher

EDP Sciences

Link

https://www.e3s-conferences.org/10.1051/e3sconf/202448803025/pdf

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