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An Improved You Only Look Once Based Intelligent System for Moving Vehicle Detection
Modern intelligent transportation systems (ITS) require the automatic detection and tracking of vehicles moving on the road. Although several...
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Benchmarking Generations of You Only Look Once Architectures for Detection of Defective and Normal Long Rod Insulators
Effective infrastructure monitoring is a priority in all technical fields in this century. In high-voltage transmission networks, line inspection is...
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Insulator Defects Detection for Aerial Photography of the Power Grid Using You Only Look Once Algorithm
The safe operation of the power grid system depends partly on regular inspections of transmission lines, in which the insulator is one of the most...
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FPGA implementation of proposed number plate localization algorithm based on YOLOv2 (You Only Look Once)
Many algorithms used in machine learning and artificial intelligence rely on exact object identification and recognition as their foundation for...
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Computer-aided detection and classification of brain tumor using YOLOv3 and deep learning
The human brain has a complicated structure, making it difficult to diagnose any brain ailments, particularly when they affect important parts of the...
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Person Detection Using YOLOv3
In today’s world, person detection in video surveillance is very important. It has many applications like crowd counting, single and multiple object...
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Counting and Tracking of Vehicles and Pedestrians in Real Time Using You Only Look Once V3
Machine based image and video processing are at the heart of computer vision. Here the tracking of objects from videos is done using correlation...
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Improvement and Application of YOLOv3 for Smartphone Glass Cover Defect Detection
Smartphone glass covers defects detected by human, which is inefficiency, high costs, low detection accuracy and labour intensive, while the...
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Fire Detection Method Based on Depthwise Separable Convolution and YOLOv3
Recently, video-based fire detection technology has become an important research topic in the field of machine vision. This paper proposes a method...
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Analysis of MRI brain tumor images using deep learning techniques
A popular deep learning-based object detection technique is the 'You Only Look Once' v3 (YOLOv3) method for brain tumor detection from tumor...
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In-process detection of failure modes using YOLOv3-based on-machine vision system in face milling Inconel 718
It was reported that the synergistic effect of process parameters on the superior properties of Inconel 718 exacerbate the wear mechanisms, leading...
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Safe Distance Monitoring for COVID-19 Using YOLOv3 Object Recognition Paradigm
The ongoing outbreak of the COVID-19 virus has caused a global catastrophe with its deadly spread. The risks of the virus can be reduced by following...
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Smart Parking System Using YOLOv3 Deep Learning Model
When it comes to vehicle surveillance, the Smart Parking System is considered indispensable, and it is now making its mark in the parking management...
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Garbage Classification Using YOLOv3
This paper proposes a method to classify the garbage and thus classify it into two major categories that is biodegradable and non-biodegradable...
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Real-time structural crack detection in buildings using YOLOv3 and autonomous unmanned aerial systems
An innovative approach for efficient and controlled drone-based building inspection has been introduced in this work. By integrating hardware and...
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Automated Cattle Classification and Counting Using Hybridized Mask R-CNN and YOLOv3 Algorithms
Computer vision is an interdisciplinary research topic that investigates how computers can understand image data or videos at a high level. One of...
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Docker Container-Based Framework of Apache Kafka Node Ecosystem: Vehicle Tracking System by License Plate Recognition on Surveillance Camera Feeds
Vehicle tracking and license plate recognition (LPR) over video surveillance cameras are essential intelligent traffic monitoring systems. Due to the...
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Face Mask Detection Using YOLOv3
The COVID-19 is an unprecedented crisis that has resulted in several security issues and large number of casualties. People frequently use masks to...
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Automated corrosion detection using deep learning and computer vision
Over the past few decades, there has been an increase in the number of aging civil structures worldwide, most of which are made of concrete. Concrete...
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Smart Classroom Surveillance System Using YOLOv3 Algorithm
One of the major concerns associated with educational institutions is the attendance survey, monitoring, and surveillance. Owing to the...