Journal of Computer Engineering: Progress, Application and Technology
Vol 5 No 02 (2026): November 2026

A Deep Learning for Automatic Waste Sorting System with SSD-MobileNet Algorithm

Zulian Wahid (Telkom University)
Thasya Mulia (Telkom University)
Mohammad Rizky Ramdhan (Telkom University)
Wening Alfina Rosunika (Telkom University)
Muhammad Irfan Al Rasyid (Telkom University)
Rifqi Fadhila Shandi (Telkom University)
Meta Kallista (Telkom University)
Prasetya Dwi Wibawa (Telkom University)



Article Info

Publish Date
01 Nov 2026

Abstract

Efficient and effective waste management in an academic environment is important to maintain cleanliness and environmental sustainability. Waste management carried out within Telkom University still has challenges, such as the lack of proper waste sorting and limited supporting facilities. The main problem of this research is how to develop an automatic waste sorting system that can overcome these obstacles. This research offers a solution by developing an automatic waste sorting system that uses sensor technology and data processing using deep learning to separate waste based on predetermined categories. With deep learning in the waste sorting system, it is expected that waste management will become more efficient and time-saving.

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Journal Info

Abbrev

cepat

Publisher

Subject

Computer Science & IT

Description

CEPAT is a peer-reviewed journal that is published quarterly (every three months) in February, May, August and November. CEPAT is published by the Department of Computer Engineering, School of Electrical Engineering, Telkom University, and was first published in May 2022. CEPAT aims to encourage ...