[HTML][HTML] A comprehensive review of yolo architectures in computer vision: From yolov1 to yolov8 and yolo-nas

J Terven, DM Córdova-Esparza… - Machine Learning and …, 2023 - mdpi.com
YOLO has become a central real-time object detection system for robotics, driverless cars,
and video monitoring applications. We present a comprehensive analysis of YOLO's …

Research on polygon pest-infected leaf region detection based on YOLOv8

R Zhu, F Hao, D Ma - Agriculture, 2023 - mdpi.com
Object detection in deep learning provides a viable solution for detecting crop-pest-infected
regions. However, existing rectangle-based object detection methods are insufficient to …

Deep learning for detection of proper utilization and adequacy of personal protective equipment in manufacturing teaching laboratories

AS Ludwika, AP Rifai - Safety, 2024 - mdpi.com
Occupational sectors are perennially challenged by the potential for workplace accidents,
particularly in roles involving tools and machinery. A notable cause of such accidents is the …

An Experimental Demonstration of 2D-Multiple-Input-Multiple-Output-Based Deep Learning for Optical Camera Communication

DTA Le, H Nguyen, YM Jang - Applied Sciences, 2024 - mdpi.com
Currently, radio frequency (RF) waveforms are widely used in wireless communication
systems and are widely used in many fields to improve human quality of life. In Internet of …

A Computer Vision-Based Algorithm for Detecting Vehicle Yielding to Pedestrians

Y Wan, Y Xu, Y Xu, H Wang, J Wang, M Liu - Sustainability, 2023 - mdpi.com
Computer vision has made remarkable progress in traffic surveillance, but determining
whether a motor vehicle yields to pedestrians still requires considerable human effort. This …

Real-Time Patient Indoor Health Monitoring and Location Tracking with Optical Camera Communications on the Internet of Medical Things

H Herfandi, OS Sitanggang, MRA Nasution… - Applied Sciences, 2024 - mdpi.com
Optical Camera Communication (OCC) is an emerging technology that has attracted
research interest in recent decades. Unlike previous communication technologies, OCC …

Cross dataset analysis of domain shift in cxr lung region detection

Z Xue, F Yang, S Rajaraman, G Zamzmi, S Antani - Diagnostics, 2023 - mdpi.com
Domain shift is one of the key challenges affecting reliability in medical imaging-based
machine learning predictions. It is of significant importance to investigate this issue to gain …