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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…”
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Application of a Model that Combines the YOLOv3 Object Detection Algorithm and Canny Edge Detection Algorithm to Detect Highway Accidents by Chung, Yao-Liang, Lin, Chuan-Kai

“…) object detection algorithm and Canny edge detection algorithm. It not only detects whether an accident has occurred in front of a vehicle, but further performs a preliminary classification of the accident to determine its severity…”
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Improved Object Detection Algorithm of YOLOv3 Remote Sensing Image by Wu, Kaijun, Bai, Chenshuai, Wang, Dicong, Liu, Zhengnan, Huang, Tao, Zheng, Huan

“…Due to the low detection accuracy of YOLOv3 target detection method, this paper proposes an improved target detection method of YOLOv3 remote sensing image…”
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YOLOv3 Object Detection Algorithm with Feature Pyramid Attention for Remote Sensing Images by Cheng, Zhe, Lv, Jingguo, Wu, Anqi, Qu, Ningning

“…In object detection in remote sensing images, owing to the complex background environment, there are problems of poor robustness to interference and low detection accuracy for small objects…”
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Model Compression Based on YOLOv3 Object Detection Algorithm from the Perspective of UAV by Wu, Bing, Xue, Zhijun, Chen, Wenjie

“… In order to deploy the YOLOv3 [1] algorithm on drones, it is necessary to adopt the YOLOv3 algorithm with fewer parameters and a simpler structure…”
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DC-YOLOv3: A novel efficient object detection algorithm by Zhang, Xu, Han, Fang, Wang, Ping, Jiang, Wei, Wang, Chen

“…). Then, a novel one-stage object detection network framework called DC-YOLOv3 is proposed. A lot of experiments on the Pascal 2017 benchmark prove the effectiveness of our framework…”
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Object Detection Algorithm Based on YOLOv3 Model to Detect Occluded Targets by Zhang, Dawei

“… Therefore, this paper proposes a target detection algorithm based on V3 model to detect occluded targets…”
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Image convolution techniques integrated with YOLOv3 algorithm in motion object data filtering and detection by Cheng, Mai, Liu, Mengyuan

“… These enhancements form a novel multi-object detection algorithm based on an improved YOLOv3 framework, specifically designed for video applications…”
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Research on Vehicle Object Detection Algorithm Based on Improved YOLOv3 Algorithm by Liu, Jin, Zhang, Dongquan

“… First the multi-scale prediction network model is improved according to actual traffic conditions and efficiency requirements based on the original general object detection YOLOv3 algorithm…”
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Nanomesh‐YOLO: Intelligent Colorimetry E‐Skin Based on Nanomesh and Deep Learning Object Detection Algorithm by Chen, Hongyu, Xu, Siye, Liu, Haidong, Liu, Chang, Liu, Houfang, Chen, Jiyang, Huang, Hexiang, Gong, Haoyu, Wu, Jingzhi, Tang, Hao, Luo, Jinan, Wen, Baohua, Zhou, Jianhua, Qiao, Yancong

“…‐skin system consists of the polyurethane (PU) nanomesh and the object detection algorithm You Only Look Once version 3 (YOLOv3). Due to the 44…”
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A lightweight YOLOv3 algorithm used for safety helmet detection by Deng, Lixia, Li, Hongquan, Liu, Haiying, Gu, Jason

“…YOLOv3 is a popular and effective object detection algorithm. However, YOLOv3 has a complex network, and floating point operations (FLOPs…”
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Real-time Concealed Object Detection from Passive Millimeter Wave Images Based on the YOLOv3 Algorithm by Pang, Lei, Liu, Hui, Chen, Yang, Miao, Jungang

“…The detection of objects concealed under people’s clothing is a very challenging task, which has crucial applications for security…”
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Embedded Real-time Video Object Detection Algorithm Based on YOLOv3 by YIN Yanqing, GONG Huajun, WANG Xinhua

“… improve the speed of object detection.Experimental results on the ILSVRC dataset show that the proposed algorithm can implement video object detection on NVIDIA TX2 embedded platforms at a speed of 28 frame/s,and its detection accuracy is close to that of the original YOLOv3…”
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Evaluation of Deep Learning YOLOv3 Algorithm for Object Detection and Classification by Ezat, Weal A., Dessouky, Mohamed M., Ismail, Nabil A.

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A novel optimized tiny YOLOv3 algorithm for the identification of objects in the lawn environment by Wang, Xinyan, Lv, Feng, Li, Lei, Yi, Zhengyang, Jiang, Quan

“…Based on the problem of insufficient accuracy of the original tiny YOLOv3 algorithm for object detection in a lawn environment, an Optimized tiny YOLOv3 algorithm with less computation and higher accuracy is proposed…”
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Implementation of the Object Detection Algorithm (YOLOV3) on FPGA by Esen, Fahri, Degirmenci, Ali, Karal, Omer

“… However, these models such as single shot detection (SSD), regions convolutional neural network (R-CNN…”
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Small Object Detection Algorithm for Aerial Photography Based on Improved YOLOv3 by XI Qi, WANG Mingjie, WEI Jinghe, ZHAO Wei

“…This study presents an improved You Only Look Once version 3 (YOLOv3) algorithm for small object detection, to address problems such as low detection precision…”
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Multiple Object detection using Autonomous UAVs based on YOLOv3 algorithm by Murugendrappa, N, Gayathri, KE, Harshitha, GM, Gupta, Sony

“… Nevertheless, the chore of detecting an object is very much challenging and is even more difficult when we have low quality images aboard low cost consumer UAVs…”
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An Improved Yolov3 Object Detection Algorithm for UAV Aerial Images by Zhang, Zhihong, Gong, Huajun, Wang, Xinhua, Feng, Yadong, Xu, Minjie

“… Without affecting the detection speed, the improved YOLOV3 algorithm can effectively improve the detection accuracy of small target objects in the aerial perspective and reduce the rate of missed detection…”
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Object Detection Algorithm for Surface Defects Based on a Novel YOLOv3 Model by Lv, Ning, Xiao, Jian, Qiao, Yujing

“…The surface defects of industrial structural parts have the characteristics of a large-scale span and many small objects, so a novel YOLOv3 model, the YOLOv3-ALL algorithm, is proposed in this paper…”
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