et al. SS-YOLOv8: small-size object detection algorithm based on improved YOLOv8 for UAV imagery. Multimedia Systems 31, 42 (2025). https://doi.org/10.1007/s00530-024-01622-3 Download citation Received11 July 2024 Accepted05 December 2024 Published03 January 2025 DOIhttps://doi.org/10.1007...
基于SS-YOLO算法的管廊巡检机器人视觉检测技术研究与实现
To address these issues, this paper introduces an enhanced small object detection approach, called Small-Size Object Detection Algorithm Based on Improved YOLOv8 for UAV Imagery (SS-YOLOv8). Firstly, considering the difficulties and stringent real-time requirements in detecting small objects in UAV ...
The results show that our proposed SS-YOLO model achieves average accuracies of 92.4% (mAP 0.5) and 64.7% (mAP 0.5:0.95), outperforming the original YOLOv8 model by 4.4% and 3%, respectively. In terms of model complexity, the improved SS-YOLO model has 2.55 M of parameters and 6.4 G...
The SS-YOLO structure demonstrates greater consistency across multiple categories, reducing the mutual confusion between “reefs” and “foundation”, which suggests that the model has clearer decision boundaries between different categories. Furthermore, Figure 8 shows the changes in the loss functions,...
袁单飞/基于向量表示的单阶段无锚框目标检测算法SSYOLO 代码 Issues 0 Pull Requests 0 Wiki 统计 流水线 服务 Gitee Pages 质量分析 Jenkins for Gitee 腾讯云托管 腾讯云 Serverless 悬镜安全 阿里云 SAE Codeblitz 我知道了,不再自动展开 全部 看板 里程碑 全部...
SS928(3403)YoloV5目标检测算法完整实现 1.介绍海思3403芯片方案 2.介绍嵌入式软件开发流程 3.介绍海思Mpp使用流程 4.搭建海思npu pc模型转换工具环境 5.实现yolov5模型从pc到设备全流程Demo
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