Research on multi-object detection technology for road scenes based on SDG-YOLOv5
To resolve the challenges of low detection accuracy and inadequate real-time performance in road scene detection, this article introduces the enhanced algorithm SDG-YOLOv5. The algorithm incorporates the SIoU Loss function to accurately predict the angle loss of bounding boxes, ensuring their direct...
| Main Authors: | , , , , |
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| 格式: | Article |
| 語言: | English |
| 出版: |
PeerJ Inc.
2024-04-01
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| 叢編: | PeerJ Computer Science |
| 主題: | |
| 在線閱讀: | https://peerj.com/articles/cs-2021.pdf |