Defects in Power Distribution Components Dataset

The Defects in Power Distribution Components dataset is presented by the authors as a dataset comprising 708 images and corresponding labels of defects found in components within an electrical distribution system. In the context of their work, an electric system constitutes a complex infrastructure designed to supply power to various consumers, including residential, industrial, and railway facilities. Within an electrical distribution network, various components come into play, such as arresters, transformers, and cross arms, among others. These components are typically situated within power posts and are susceptible to faults stemming from routine operation, weather conditions, or acts of vandalism.由作者提供的《电力分配组件缺陷》数据集，包含708张图片及其对应的缺陷标签，展示了在电力分配系统中的组件内发现的缺陷。在他们的研究背景下，电力系统构成了一种复杂的基础设施，旨在向包括住宅、工业和铁路设施在内的各类消费者供电。在电力分配网络中，各种组件发挥作用，例如避雷器、变压器和横担等，这些组件通常位于电杆内，易于受到常规运行、天气条件或破坏行为的故障影响。

搜集汇总

背景与挑战

背景概述

该数据集是一个用于目标检测的电力分配组件缺陷数据集，包含708张图像和707个标注对象，覆盖三种常见缺陷类型：'cable out of insulator'、'cable out of spacer'和'insulator without ring'。它由巴西马兰豪州立大学于2020年发布，旨在通过自动化视觉检查来识别和预防电力分配网络中的组件故障，适用于能源行业的研究和应用。