YOLOV5电线绝缘子缺陷检测数据集+代码+模型+视频讲解

上传者: echoson | 上传时间: 2023-04-14 19:21:29 | 文件大小: 350.45MB | 文件类型: ZIP
绝缘子作为输电环节中的重要设备,在支撑固定导线,保障绝缘距离的方面有着重要作用。深度学习技术的大量应用,计算机运算性能的不断提高,为无人机准确识别和定位绝缘子,实时跟踪拍摄开辟了新的解决途径。本文对输电线路中绝缘子进行识别及定位,利用深度学习技术采取基于YOLOv5 算法的目标检测手段,结合绝缘子数据集的特点,对无人机拍摄图片进行训练,实现对绝缘子精准识别和定位,大幅提升无人机巡检时对绝缘子设备准确跟踪、判定的效率,具有十分重要的应用效果。本项目可以作为计算机专业毕业涉及,提供处理好的数据集、视频和三组训练好的模型,部署简单,并且具有可用于图片检测和视频检测的图形化界面,方便易用。

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