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Title	Implementation Of Smart Garbage Detection System Using Camera-Based Low-Power Edge Ai Device
ID_Doc	30589
Authors	Abe T.; Kunieda Y.; Suzuki H.
Year	2025
Published	Digest of Technical Papers - IEEE International Conference on Consumer Electronics
DOI	http://dx.doi.org/10.1109/ICCE63647.2025.10930102
Abstract	In Japan, garbage collection sites are shared by multiple households, and garbage disposal rules are set by local governments. When garbage is disposed of outside the specified times or after collection, it remains at the site for extended periods, causing issues like bad odors and landscape deterioration. This paper implements a garbage detection system using a low-power edge AI device equipped with a camera. Verification experiments with a prototype system confirmed that MobileNetV2, a machine learning method, achieves higher detection accuracy than Mixture of Gaussian, a background subtraction method. © 2025 IEEE.
Author Keywords	Edge AI; Garbage Detection; IoT; Smart City

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