In order to meet the demand for large-scale farms to achieve accurate real-time detection of a large number of sheep, a high-precision and easy-to-deploy small-target detection model: CSD-YOLOv8s was proposed to
引用格式 : 翁智, 刘海鑫, 郑志强 . CSD-YOLOv8s: 基于无人机图像的密集小目标羊只检测模型[J]. 智慧农业( 中英 文), 2024, 6(4): 42-52. DOI : 10.12133/j.smartag.SA202401004 WENG Zhi, LIU Haixin, ZHENG Zhiqiang. CSD-YOLOv8s: Dense Sheep Small Target Detection Model Based on UAV Images[...
In order to meet the demand for large-scale farms to achieve accurate real-time detection of a large number of sheep, a high-precision and easy-to-deploy small-target detection model: CSD-YOLOv8s was proposed to realize the real-time detection of small-targeted individu...
密集程度高导致羊群漏检和误检严重的问题.公开数据集验证结果表明,提出的模型对其他不同物体的检测精度均有所提高,特别是在羊只检测方面,检测精度提升了9.7%.[结论]提出的CSD-YOLOv8s在无人机图像中更精准地检测草原放牧牲畜,对不同程度的聚集和遮挡目标实现精准检测,且具有较好的实时性,为养殖场大规模畜禽检测提供...