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Intelligent Shrimp Monitoring System Based on YOLOv8 and Jetson Nano
With the rapid development of artificial intelligence, the traditional aquaculture industry is undergoing a transformative revolution, propelled by the emergence of intelligent devices that bring forth entirely new possibilities. This paper...
Intelligent Food Identification System Using Improved YOLOv8
The field of computer vision has witnessed significant advances in object detection with real-world applications ranging from autonomous driving to surveillance systems. Due to its importance in a number of areas, such as dietary evaluation...
Inner and Outer Frame-Based Continues Object-Tracking for MAV-Based Inspection
In Micro Aerial Vehicle (MAV) based inspection, object detection solutions have enabled the identification of objects of interest in various scenarios. However, achieving complete inspection requires robust object tracking capabilities to a...
Implementation of Machine Learning and Fuzzy-Logic Rules for Intelligent Tutoring System Design on Photography
This research uses the concept of Intelligent Tutoring Systems (ITS) in field of photography to support the development of skills and knowledge of camera users with aim of becoming professional photographers. In order to predict skill and k...
Enhancing SOTIF Analysis Using Model-Based Systems Engineering and Virtual Validation With Focus on Responsibility-Sensitive Safety
As automated driving systems become more widespread, ensuring their safety is paramount. The Safety of the Intended Functionality (SOTIF) analysis, specified in ISO 21448, plays a pivotal role in evaluating these systems' intended functiona...
Detection of Rice Sheath Blight Leaf Based on Improved YOLOV8 Algorithm
Traditional YOLOv8 algorithm fails to achieve the desired detection accuracy in object detection. Therefore, this paper proposes an improved YOLOv8 algorithm by introducing the BiLevel Routing Attention mechanism and the Wasserstein loss fu...
Design and Implementation of VRUs Detection and Speed Estimation Using an Uncalibrated Top-View Perspective Camera
Monitoring Vulnerable Road Users (VRUs) in video surveillance systems is crucial for ensuring road safety, au-tonomous driving, and efficient traffic control. However, con-textual variables including occlusion, varying background conditions...
Decentralized UAV Hangar: A Study for Water Rescue Missions
In recent years, the number of natural disasters such as forest fires and the resulting economic damage and number of victims has increased worldwide. Unmanned Aerial Vehicles (UAV) can react quickly and autonomously in such search and resc...
Dangerous Goods Detection in X-Ray Security Inspection Images Based on Improved YOLOv8
The article presents an enhanced YOLOv8 model, YOLOv8-APSE, for detecting dangerous goods in X-ray security images. YOLOv8-APSE integrates the Adaptive Feature Pyramid Network (AFPN) and Squeeze-and-Excitation (SE) detection heads, focusing...
Cross Scene Hyperspectral Image Classification Combined with Fusional Spatial-Spectral Attention
One of the main challenges in hyperspectral image classification is the small amount of labeled data and the spectral shift problem between the source and target domains in cross scene hyperspectral image classification, which leads to low ...