Image Real‐Time Detection Using LSE‐Yolo Neural Network in Artificial Intelligence‐Based Internet of Things for Smart Cities and Smart Homes

Z Zhi-Xian, F Zhang - Wireless Communications and Mobile …, 2022 - Wiley Online Library
… -Yolo neural network is presented, which is in artificial intelligence-based Internet of Things
… suggested that our proposed LSE-Yolo neural network has better performance in image real…

Internet of things (IoT) discovery using deep neural networks

E Lo, JH Kohl - Proceedings of the IEEE/CVF Winter …, 2020 - openaccess.thecvf.com
… paper, we will refer to it as simply YOLO and its smaller variant as Tiny-YOLO. … Network
architecture … % mAP with real-time processing using YOLO with a network size of 288, with a peak …

[HTML][HTML] Teacher–student behavior recognition in classroom teaching based on improved YOLO-v4 and internet of things technology

H Chen, J Guan - Electronics, 2022 - mdpi.com
… In this paper, the EC components are incorporated in the YOLO-v4 network, that is, the EC
components are added at the end of the Neck network to form an improved YOLO-v4 network. …

PG-YOLO: A Novel Lightweight Object Detection Method for Edge Devices in Industrial Internet of Things

C Dong, C Pang, Z Li, X Zeng, X Hu - IEEE Access, 2022 - ieeexplore.ieee.org
… insufficient computing power to deploy large networks in mobile and embedded devices, in
this paper, we propose a PG-YOLO network by combining relevant theories and considering …

Deep learning based object detection combined with internet of things for remote surveillance

A Gautam, S Singh - Wireless Personal Communications, 2021 - Springer
… This paper presents a framework for object detection which is a novel combination of
YOLO-Lite [17], Spatial Pyramid Pooling [2] and ThingSpeak platform to detect target and send …

YOLO Network Based Intelligent Municipal Waste Management in Internet of Things

R Ghatkamble, BD Parameshachari… - … Emerging Research in …, 2022 - ieeexplore.ieee.org
It's becoming more worrying that unchecked urban garbage buildup might lead to
environmental contamination and potential health risks for city dwellers. People don't use their …

Realtime object detection in IoT (Internet of Things) devices

E Arıbaş, E Dağlarlı - 2017 25th Signal Processing and …, 2017 - ieeexplore.ieee.org
… Artificial Neural Networks may help in these studies. In this study, yolo algorithm which is …
analyzation of system aside this research which takes Yolo algorithm as a foundation point [10]. …

Research on automatic garbage detection system based on deep learning and narrowband internet of things

Y Liu, Z Ge, G Lv, S Wang - Journal of Physics: Conference …, 2018 - iopscience.iop.org
YOLO v2 model for decoration garbage detection and recognition through the method of
target box dimension clustering, classification network pre-… Narrowband Internet of things can …

Human Recognition with Yolo to Reduce False Alarms in the Internet-of-Things-Based Motion Detection System

G Setiarso, AM Hirzan, A Hartanto - Journal of Advanced …, 2023 - jacta.utem.edu.my
… with YOLO. The COCO Dataset is used in this study for training and testing the YOLO algorithm
… Meanwhile, YOLO and COCO datasets are the core of object recognition in the proposed …

An operation site security detection method based on point cloud data and improved YOLO algorithm under the architecture of the power internet of things

S Yang, Y Wang, S Guo, S Feng - The Journal of Engineering, 2024 - Wiley Online Library
… utilizes the DBSCAN based K-means algorithm to regroup anchor boxes and optimize the
YOLO network structure, improving the detection performance and efficiency of the algorithm. …