主要讲yolov5网络构架的参考文献
时间: 2023-06-14 20:06:39 浏览: 181
技术资料:电脑网络-参考构架-综合文档
以下是YOLOv5网络结构的参考文献:
1. Bochkovskiy, A., Wang, C. Y., Liao, H. Y. M., &Yap, P. T. (2020). YOLOv5: End-to-End Object Detection with YOLOv5. arXiv preprint arXiv:2005.14165.
2. Liu, W., Anguelov, D., Erhan, D., Szegedy, C., & Reed, S. (2016). SSD: Single shot multibox detector. In European conference on computer vision (pp. 21-37). Springer, Cham.
3. Redmon, J., & Farhadi, A. (2018). YOLOv3: An incremental improvement. arXiv preprint arXiv:1804.02767.
4. Redmon, J., Divvala, S., Girshick, R., & Farhadi, A. (2016). You only look once: Unified, real-time object detection. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 779-788).
5. Ren, S., He, K., Girshick, R., & Sun, J. (2015). Faster R-CNN: Towards real-time object detection with region proposal networks. In Advances in neural information processing systems (pp. 91-99).
这些文献提供了关于YOLOv5网络结构及其改进的详细信息,包括YOLOv5网络的特点、网络架构、损失函数等等。这些文献还提供了与其他目标检测网络的比较,以帮助您更好地了解YOLOv5的性能。
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