Smart City Gnosys

Smart city article details

Title	Deep Learning Based Garbage Detection For Smart City Applications
ID_Doc	17838
Authors	Lakshmi K.; Iswarya K.; Abdullah N.S.; Monica Bharathi K.R.
Year	2022
Published	Proceedings - 2022 6th International Conference on Intelligent Computing and Control Systems, ICICCS 2022
DOI	http://dx.doi.org/10.1109/ICICCS53718.2022.9788161
Abstract	Implementation of smart cities is going on all over India. The key focus in smart city is to automate the tasks required to monitor the management activities and effective usage of resources. One important task in the city management is keeping city clean and the man power utilised for it.An automatic garbage monitoring system would help the administration to plan and allocate work for garbage cleaners in an efficient way. This paper proposes an automatic garbage monitoring system using Faster CNN method to monitor the garbage in the streets. The system is able to identify the garbage in much efficient manner with an accuracy of - -. © 2022 IEEE.
Author Keywords	Deep learning; Garbage Collection; Object Detection; Smart City; YOLO V3

Similar Articles

Id	Similarity	Authors	Title	Published
22313	0.903	Chauhan R.; Shighra S.; Madkhali H.; Nguyen L.; Prasad M.	Efficient Future Waste Management: A Learning-Based Approach With Deep Neural Networks For Smart System (Lads)	Applied Sciences (Switzerland), 13, 7 (2023)
27708	0.901	Suman S.; Kurmi S.K.; Diwakar M.; Pandey N.K.; Singh P.; Madaan P.	Garbage Classification And Analysis Using Deep Learning	2025 International Conference on Intelligent Control, Computing and Communications, IC3 2025 (2025)
24046	0.9	Ahmed Khan H.; Naqvi S.S.; Alharbi A.A.K.; Alotaibi S.; Alkhathami M.	Enhancing Trash Classification In Smart Cities Using Federated Deep Learning	Scientific Reports, 14, 1 (2024)
8881	0.898	William P.; Patil J.M.; Panda S.; Venugopal A.; Vidyullatha P.; Kumar N.M.; Jandwani A.	An Optimized Framework For Implementation Of Smart Waste Collection And Management System In Smart Cities Using Iot Based Deep Learning Approach	International Journal of Information Technology (Singapore), 16, 8 (2024)
36038	0.896	Malik M.; Prabha C.; Soni P.; Arya V.; Alhalabi W.A.; Gupta B.B.; Albeshri A.A.; Almomani A.	Machine Learning-Based Automatic Litter Detection And Classification Using Neural Networks In Smart Cities	International Journal on Semantic Web and Information Systems, 19, 1 (2023)
17848	0.895	Nambiar S.R.; Shibijith C.; Kishore B.; Krishna G.; Rashida K.	Deep Learning Based Object Classification For Waste Management In Smart Cities	International Conference on Trends in Engineering Systems and Technologies, ICTEST 2025 - Proceedings (2025)
14286	0.894	Thangarasu G.; Alla K.R.	Classification Of Garbage Waste In Smart Cities Using Convolutional Neural Network	13th IEEE Symposium on Computer Applications and Industrial Electronics, ISCAIE 2023 (2023)
23848	0.893	Staroletov S.; Ianchenko I.	Enhancing Iot-Driven Garbage Analysis In Smart Cities Through Interpretable Cnn Feature Maps	Proceedings - 2025 International Russian Smart Industry Conference, SmartIndustryCon 2025 (2025)
58937	0.892	Jadhav R.; Mhaske A.; Nawale A.; Oswal M.; Mulhar S.	Trashintelai- Garbage Collection Automation Using Deep Learning And Image Processing	2023 Global Conference on Information Technologies and Communications, GCITC 2023 (2023)
19352	0.89	Oğuz A.; Ertuğrul Ö.F.	Determining The Fullness Of Garbage Containers By Deep Learning	Expert Systems with Applications, 217 (2023)