[HTML][HTML] Real-time detection of road manhole covers with a deep learning model

D Pang, Z Guan, T Luo, W Su, R Dou - Scientific reports, 2023 - nature.com
Road manhole covers are crucial components of urban infrastructure; however, inadequate
maintenance or poor marking can pose safety risks to vehicular traffic. This paper presents a …

[HTML][HTML] Water surface garbage detection based on lightweight YOLOv5

L Chen, J Zhu - Scientific Reports, 2024 - nature.com
With the development of deep learning technology, researchers are increasingly paying
attention to how to efficiently salvage surface garbage. Since the 1980s, the development of …

[HTML][HTML] On-Shore Plastic Waste Detection with YOLOv5 and RGB-Near-Infrared Fusion: A State-of-the-Art Solution for Accurate and Efficient Environmental …

O Tamin, EG Moung, JA Dargham, F Yahya… - Big Data and Cognitive …, 2023 - mdpi.com
Plastic waste is a growing environmental concern that poses a significant threat to onshore
ecosystems, human health, and wildlife. The accumulation of plastic waste in oceans has …

Deep learning-based route reconfigurability for intelligent vehicle networks to improve power-constrained using energy-efficient geographic routing protocol

L Syed, P Sathyaprakash, A Shobanadevi… - Wireless …, 2024 - Springer
Transferring data in the mobile ad hoc network can be enabled to analyze data transferring
and the network that manages the data and route them into the VPN-based routing. Here is …

Application of deep learning for characterizing microstructures in SBS modified asphalt

E Zhang, L Shan, Y Guo, S Liu - Materials and Structures, 2024 - Springer
Microstructures in asphalt, often resembling bee structures, are pivotal in influencing asphalt
performance and, by extension, sustainable fuel production. This study employs deep …

Fruits hidden by green: an improved YOLOV8n for detection of young citrus in lush citrus trees

G Ang, T Zhiwei, M Wei, S Yuepeng… - Frontiers in Plant …, 2024 - frontiersin.org
In order to address the challenges of inefficiency and insufficient accuracy in the manual
identification of young citrus fruits during thinning processes, this study proposes a detection …

Telecommunication Fiber Box Detection Using YOLO in Urban Environment.

AJ Azmawi, WN Mohd-Isa… - International Journal on …, 2023 - search.ebscohost.com
Abstract The Fiber Distribution Panel (FDP) box is an essential piece of internet access
hardware because it provides users with highspeed data networking and functions as a …

YOLO-MTG: a lightweight YOLO model for multi-target garbage detection

Z Xia, H Zhou, H Yu, H Hu, G Zhang, J Hu… - Signal, Image and Video …, 2024 - Springer
With wide adoption of deep learning technology in AI, intelligent garbage detection has
become a hot research topic. However, existing datasets currently used for garbage …

Research on small target garbage detection method based on improved YOLOv7

L Xiao, F Hu - 2023 8th International Conference on Intelligent …, 2023 - ieeexplore.ieee.org
A DFST-YOLO (Detection for small targets-YOLO) garbage detection model with improved
YOLO v7 model is proposed to address the problems of small target size, susceptibility to …

A comparison of RGB and RGNIR color spaces for plastic waste detection using the YOLOv5 architecture

O Tamin, EG Moung, JA Dargham… - … in Engineering and …, 2022 - ieeexplore.ieee.org
Plastic waste is a serious environmental issue that damages human health, wildlife, and
habitats. Many researchers have come out with multiple solutions on the problem. One of the …