Výsledky vyhledávání - "YOLOv3 object detection algorithm"

Application of a Model that Combines the YOLOv3 Object Detection Algorithm and Canny Edge Detection Algorithm to Detect Highway Accidents Autor 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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YOLOv3 Object Detection Algorithm with Feature Pyramid Attention for Remote Sensing Images Autor 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…”
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Model Compression Based on YOLOv3 Object Detection Algorithm from the Perspective of UAV Autor Wu, Bing, Xue, Zhijun, Chen, Wenjie

“…Recently, unmanned aerial vehicles are widely used in surveillance, aerial photography, power grid line inspections and other places. In order to deploy the…”
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Nanomesh‐YOLO: Intelligent Colorimetry E‐Skin Based on Nanomesh and Deep Learning Object Detection Algorithm Autor 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

“…Perspiration is an important physiological process that maintains thermal homeostasis and water–salt balance. However, the collection and analysis of…”
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An Improved Yolov3 Object Detection Algorithm for UAV Aerial Images Autor Zhang, Zhihong, Gong, Huajun, Wang, Xinhua, Feng, Yadong, Xu, Minjie

“…Aiming at the problem that YOLOV3 is not ideal for aerial target detection, an improved target detection algorithm based on YOLOV3 is proposed. Firstly,…”
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Deep learning‐based model for diagnosing Alzheimer's disease and tauopathies Autor Koga, Shunsuke, Ikeda, Akihiro, Dickson, Dennis W.

“… Methods We trained the YOLOv3 object detection algorithm to detect five tau lesion types…”
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A quick and reliable image-based AI algorithm for evaluating cellular senescence of gastric organoids Autor Yang, Ruixin, Du, Yutong, Kwan, Wingyan, Yan, Ranlin, Shi, Qimeng, Zang, Lu, Zhu, Zhenggang, Zhang, Jianming, Li, Chen, Yu, Yingyan

“… The YOLOv3 object detection algorithm integrated with a convolutional block attention module (CBAM…”
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Deep Learning-Based Object Detection, Localisation and Tracking for Smart Wheelchair Healthcare Mobility Autor Lecrosnier, Louis, Khemmar, Redouane, Ragot, Nicolas, Decoux, Benoit, Rossi, Romain, Kefi, Naceur, Ertaud, Jean-Yves

“… of these keypoints in its immediate surrounding, and constructing of a short lifespan semantic map. Firstly, we present an adaptation of the YOLOv3 object detection algorithm to our use case…”
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COVID‐19: Machine learning for safe transportation Autor Sankari, Subbiah, Varshini, Subramaniam Sankaran, Aafia Shifana, Savvas Mohamed

“… Second, YOLOv3 object detection algorithm is used to detect if social distancing is maintained or not inside the vehicle…”
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Machine Learning Techniques to Predict Soybean Plant Density Using UAV and Satellite-Based Remote Sensing Autor Habibi, Luthfan Nur, Watanabe, Tomoya, Matsui, Tsutomu, Tanaka, Takashi S. T.

“…) object detection algorithm, which was further treated as a response variable of the estimation models in the next step, and (2…”
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Scalable object detection pipeline for traffic cameras: Application to Tfl JamCams Autor Gan, Huan Min, Fernando, Senaka, Molina-Solana, Miguel

“… This paper explores the application of the YOLOv3 object detection algorithm, trained on the COCO dataset, to the Transport for London’s (TfL) JamCam feed…”
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AI-Track-tive: open-source software for automated recognition and counting of surface semi-tracks using computer vision (artificial intelligence) Autor Nachtergaele, Simon, De Grave, Johan

“…”. Our custom-trained deep neural networks use the YOLOv3 object detection algorithm, which is currently one of the most powerful and fastest object recognition algorithms…”
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A Unified Framework for Monitoring Social Distancing and Face Mask Wearing Using Deep Learning: An Approach to Reduce COVID-19 Risk Autor Kaviya, P., Chitra, P., Selvakumar, B.

“…Corona Virus Disease 2019 (COVID-19) is caused by Severe Acute Syndrome Corona Virus 2 (SARS-COV-2). It has become a pandemic disease of the 21st century,…”
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Driver Distraction Behavior Detection Method Based on Deep Learning Autor Mao, Peng, Zhang, Kunlun, Liang, Da

“… Finally, YOLOV3 object detection algorithm is used to identify distracting behaviors such as smoking and making phone calls around a person's face…”
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Multiple face mask wearer detection based on YOLOv3 approach Autor Ge, Cheng Xiao, As’ari, Muhammad Amir, Jasmin Sufri, Nur Anis

“…). YOLOv3 object detection algorithm was concatenated with different backbones including ResNet-50 and Darknet-53 to develop the face and face mask detection model…”
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A real-time video detection method of the surge arrester handling mode based on Yolo-v3 and Open-Pose Autor Han, Yifeng, Han, Rui, Liu, Li, Mei, Jingcheng, Qi, Donglian

“… Io order to satisfy these requirements, this paper combines the YOLOv3 object detection algorithm and the open-pose structure to monitor the surge arrester handling mode in the process of power system construction. It has been proved that the method designed in this paper has a good performance and is able to present an accurate judgement result…”
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Improved YOLOv3 Remote Sensing Target Detection Based on Improved Dense Connection and Distributional Ranking Loss Autor YUAN Lei, LIU Zi-yan, ZHU Ming-cheng, MA Shan-shan, CHEN Lin-zhou-ting

“…Aiming at solving the problems of small object size,uneven sample distribution,and unclear features in remote sensing images,an improved YOLOv3 object detection algorithm…”
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A Dynamic Hand Gesture Recognition Algorithm Based on CSI and YOLOv3 Autor Zhang, Qiang, Zhang, Yong, Liu, Zhiguo

“… Finally, the YOLOv3 object detection algorithm is used to train and identify the grayscale image which include the information of continuous dynamic hand gestures…”
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Using Deep Learning to Detect the Presence and Location of Hemoperitoneum on the Focused Assessment with Sonography in Trauma (FAST) Examination in Adults Autor Leo, Megan M, Potter, Ilkay Yildiz, Zahiri, Mohsen, Vaziri, Ashkan, Jung, Christine F, Feldman, James A

“… (44 confirmed hemoperitoneum) using the YoloV3 object detection algorithm. Exams were partitioned via fivefold stratified…”
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FPGA-Based Hardware Accelerator Design and Implementation of Oil Palm Detection Autor YUAN Ming, CHAI Zhilei, GAN Lin

“… optimization and heterogeneous hardware platform acceleration. Taking YOLOv3 object detection algorithm as an example, the optimization strategy of expanding feature…”
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