Search Results - "Object detection algorithm"

Object Detection Algorithm Based on Improved YOLOv3 by Zhao, Liquan, Li, Shuaiyang

“…The ‘You Only Look Once’ v3 (YOLOv3) method is among the most widely used deep learning-based object detection methods. It uses the k-means cluster method to…”
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UAV-based road crack object-detection algorithm by He, Xinyu, Tang, Zhiwen, Deng, Yubao, Zhou, Guoxiong, Wang, Yanfeng, Li, Liujun

“…Combining an object-detection algorithm with an unmanned aerial vehicle (UAV) can accelerate the detection of road cracks…”
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Improved YOLOX-X based UAV aerial photography object detection algorithm by Wang, Xin, He, Ning, Hong, Chen, Wang, Qi, Chen, Ming

“…•The slicing aided hyper inference with data augmentation pre-processing dataset facilitates the detection of small objects.•The introduction of shallow…”
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Lightweight object detection algorithm for robots with improved YOLOv5 by Liu, Gang, Hu, Yanxin, Chen, Zhiyu, Guo, Jianwei, Ni, Peng

“…Robot object detection is important for the realisation of robot intelligence. Currently, deep learning-based object detection algorithms are used for robotic object detection…”
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DC-YOLOv8: Small-Size Object Detection Algorithm Based on Camera Sensor by Lou, Haitong, Duan, Xuehu, Guo, Junmei, Liu, Haiying, Gu, Jason, Bi, Lingyun, Chen, Haonan

“… In order to solve this problem, a small-size object detection algorithm for special scenarios was proposed in this paper…”
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Improved Small Object Detection Algorithm CRL-YOLOv5 by Wang, Zhiyuan, Men, Shujun, Bai, Yuntian, Yuan, Yutong, Wang, Jiamin, Wang, Kanglei, Zhang, Lei

“… To address these challenges and enhance detection accuracy, this paper presents an improved small object detection algorithm, CRL-YOLOv5…”
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Lightweight aerial image object detection algorithm based on improved YOLOv5s by Deng, Lixia, Bi, Lingyun, Li, Hongquan, Chen, Haonan, Duan, Xuehu, Lou, Haitong, Zhang, Hongyu, Bi, Jingxue, Liu, Haiying

“…YOLOv5 is one of the most popular object detection algorithms, which is divided into multiple series according to the control of network depth and width…”
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YOLOv8-QSD: An Improved Small Object Detection Algorithm for Autonomous Vehicles Based on YOLOv8 by Wang, Hai, Liu, Chenyu, Cai, Yingfeng, Chen, Long, Li, Yicheng

“…As self-driving vehicles become more prevalent, the speed and accuracy of detecting surrounding objects through onboard sensing technology have become…”
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SF-YOLOv5: A Lightweight Small Object Detection Algorithm Based on Improved Feature Fusion Mode by Liu, Haiying, Sun, Fengqian, Gu, Jason, Deng, Lixia

“…In the research of computer vision, a very challenging problem is the detection of small objects. The existing detection algorithms often focus on detecting…”
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Small Object Detection Algorithm Based on Improved YOLOv8 for Remote Sensing by Yi, Hao, Liu, Bo, Zhao, Bin, Liu, Enhai

“…Due to the limitations of small targets in remote sensing images such as background noise, poor information, and so on, the results of commonly used detection…”
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RSOD: Real-time small object detection algorithm in UAV-based traffic monitoring by Sun, Wei, Dai, Liang, Zhang, Xiaorui, Chang, Pengshuai, He, Xiaozheng

“…The prevailing applications of Unmanned Aerial Vehicles (UAVs) in transportation systems promote the development of object detection methods to collect…”
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Lightweight Object Detection Algorithm for UAV Aerial Imagery by Wang, Jian, Zhang, Fei, Zhang, Yuesong, Liu, Yahui, Cheng, Ting

“…Addressing the challenges of low detection precision and excessive parameter volume presented by the high resolution, significant scale variations, and complex…”
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DF-SSD: An Improved SSD Object Detection Algorithm Based on DenseNet and Feature Fusion by Zhai, Sheping, Shang, Dingrong, Wang, Shuhuan, Dong, Susu

“…) and the weak detection ability of SSD for small objects, we propose an improved SSD object detection algorithm based on Dense Convolutional Network (DenseNet…”
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Autonomous surface crack identification of concrete structures based on an improved one-stage object detection algorithm by Wu, Peirong, Liu, Airong, Fu, Jiyang, Ye, Xijun, Zhao, Yinghao

“…•An improved YOLOv4 network adopting the pruning technique and the EvoNorm-S0 structure was presented.•The pruning technique is used to light-weight the…”
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A real-time object detection algorithm for video by Lu, Shengyu, Wang, Beizhan, Wang, Hongji, Chen, Lihao, Linjian, Ma, Zhang, Xiaoyan

“… You Only Look Once (YOLO) is a network for object detection in images. In this paper, we propose a real-time object detection algorithm for videos based on the YOLO network…”
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A Small Object Detection Algorithm for Traffic Signs Based on Improved YOLOv7 by Li, Songjiang, Wang, Shilong, Wang, Peng

“… In order to improve the recognition of road traffic signs, this paper proposes a small object detection algorithm for traffic signs based on the improved YOLOv7…”
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SOD-YOLO: Small-Object-Detection Algorithm Based on Improved YOLOv8 for UAV Images by Li, Yangang, Li, Qi, Pan, Jie, Zhou, Ying, Zhu, Hongliang, Wei, Hongwei, Liu, Chong

“…The rapid development of unmanned aerial vehicle (UAV) technology has contributed to the increasing sophistication of UAV-based object-detection systems, which…”
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Small object detection algorithm incorporating swin transformer for tea buds by Shi, Meiling, Zheng, Dongling, Wu, Tianhao, Zhang, Wenjing, Fu, Ruijie, Huang, Kailiang

“… To achieve accurate identification, this paper proposes a small object detection algorithm called STF-YOLO…”
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Automated prostate cancer grading and diagnosis system using deep learning-based Yolo object detection algorithm by Salman, Mehmet Emin, Çakirsoy Çakar, Gözde, Azimjonov, Jahongir, Kösem, Mustafa, Cedi̇moğlu, İsmail Hakkı

“… The Yolo general-purpose object detection algorithm was utilized to detect important regions…”
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An Attention Mechanism-Improved YOLOv7 Object Detection Algorithm for Hemp Duck Count Estimation by Jiang, Kailin, Xie, Tianyu, Yan, Rui, Wen, Xi, Li, Danyang, Jiang, Hongbo, Jiang, Ning, Feng, Ling, Duan, Xuliang, Wang, Jianjun

“…Stocking density presents a key factor affecting livestock and poultry production on a large scale as well as animal welfare. However, the current manual…”
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