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Journal of Hubei University of Education. 2023, (02)

Detection of Round Steel Rolls Based on YOLO-CIRCLE AlgorithmChinese Full Text

HU Lei;GAN Sheng-feng;School of Computer Science and Information Engineering, Hubei Normal University;School of Computer Science, Hubei University of Education;

Abstract: As one of the excellent models in the field of computer vision, YOLOv3 has been widely used in the field of object detection. However, it has a large detection redundancy in circular object detection.Circular targets are very common in industrial production environment. In order to efficiently and accurately determine the target position and contour of circular steel rolls, this paper improves YOLO-CIRCLE model for advanced detection of circular targets and makes regression using circular prior ... More
Keywords：

compute vision; YOLO; circle target detection;

  • Series：

    (H) Education ＆ Social Sciences; (B) Chemistry/ Metallurgy/ Environment/ Mine Industry; (I) Electronic Technology ＆ Information Science

  • Subject：

    Metal Science and Metal Technics; Computer Software and Application of Computer

  • Classification Code：

    TG142.1;TP391.41

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