https://libeldoc.bsuir.by/handle/123456789/61473| Title: | Comparison of YOLOv12 and YOLOv11 in sar image ship detection |
| Authors: | Wang, W. Q. Zhang, X. |
| Keywords: | материалы конференций;target detection;performance;images |
| Issue Date: | 2025 |
| Publisher: | БГУИР |
| Citation: | Wang, W. Q. Comparison of YOLOv12 and YOLOv11 in sar image ship detection / W. Q. Wang, X. Zhang // Информационная безопасность : сборник материалов 61-й научной конференции аспирантов, магистрантов и студентов БГУИР, Минск, 21–25 апреля 2025 г. / Белорусский государственный университет информатики и радиоэлектроники. – Минск, 2025. – С. 96–98. |
| Abstract: | This study evaluates the performance of YOLOvl2 in SARimage target detection compared to YOLOv11. Experimental results demonstrate that YOLOvl2 outperforms YOLOv11 in detection accuracy (mAP50 and mAP50-95), small target detection, and complex background processing, exhibiting faster training convergence and stronger generalization ability. The study validatesthe advantages of Y0L0vl2 in SAR image target detection. |
| URI: | https://libeldoc.bsuir.by/handle/123456789/61473 |
| Appears in Collections: | Информационная безопасность : материалы 61-й научной конференции аспирантов, магистрантов и студентов (2025) |
| File | Description | Size | Format | |
|---|---|---|---|---|
| Wang_Comparison.pdf | 324.83 kB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.