绝缘子缺陷目标检测数据集.zip

上传者: wcl291121957 | 上传时间: 2025-09-26 16:32:34 | 文件大小: 11.27MB | 文件类型: ZIP
一、基础信息 数据集名称:绝缘子缺陷目标检测数据集 图片数量: - 训练集:234张图片 分类类别: - cracked_isolator(破裂绝缘子):绝缘子表面或内部出现裂痕,可能导致绝缘性能下降。 - detonating_isolator(爆炸绝缘子):绝缘子因内部缺陷或过载而发生爆炸,严重威胁电力设施安全。 - flashover_isolator(闪络绝缘子):绝缘子表面发生闪络放电现象,通常由污秽、潮湿等因素引起。 - isolator(绝缘子):正常状态下的绝缘子,用于支撑导线和防止电流回地。 标注格式:YOLO格式(边界框和类别标签) 数据来源:电力设施监控图像,涵盖多种工况和环境条件下的绝缘子状态。 二、适用场景 1. 电力设施智能巡检系统开发: 构建AI模型自动识别输电线路上绝缘子的缺陷状态(破裂/爆炸/闪络),替代人工巡检,提升电网安全监测效率。 1. 能源基础设施风险评估: 集成至电力设施健康管理系统,实时检测绝缘子异常,预防因设备故障导致的停电事故。 1. 电力设备维护决策支持: 通过缺陷定位与分类结果,指导维护人员精准制定检修计划,降低运维成本。 1. 工业安全监控解决方案: 应用于变电站、高压输电线路等场景的视觉监控系统,增强关键设备故障预警能力。 三、数据集优势 1. 缺陷覆盖全面: 包含绝缘子破裂、爆炸、闪络三种典型缺陷状态及正常样本,精准反映电力设备真实故障场景。 1. 标注专业可靠: 采用YOLO格式标注,边界框严格贴合缺陷区域,类别标注经电力领域专业知识校验。 1. 工业场景适配性高: 数据源自实际电力监控场景,覆盖不同角度、光照条件下的绝缘子图像,确保模型部署鲁棒性。 1. 任务扩展性强: 除目标检测外,支持绝缘子状态分类、异常定位等衍生任务,满足多样化工业检测需求。

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