PCB Defects

### Context The Open Lab on Human Robot Interaction of Peking University has released the PCB defect dataset. 6 types of defects are made by photoshop, a graphics editor published by Adobe Systems. The defects defined in the dataset are: missing hole, mouse bite, open circuit, short, spur, and spurious copper ### Content This is a public synthetic PCB dataset containing 1386 images with 6 kinds of defetcs (missing hole, mouse bite, open circuit, short, spur, spurious copper) for the use of detection, classification and registration tasks. ### Acknowledgements PCB dataset was downloaded using public link from https://github.com/Ixiaohuihuihui/Tiny-Defect-Detection-for-PCB Authors of dataset: Huang, Weibo, and Peng Wei. "A PCB dataset for defects detection and classification." arXiv preprint arXiv:1901.08204 (2019).{'Context': '北京大学人机交互开放实验室发布了 PCB 缺陷数据集。该数据集通过 Adobe Systems 发布的图形编辑软件 Photoshop 制造了 6 种类型的缺陷，包括：缺失孔洞、鼠标咬痕、开路、短路、毛刺和虚假铜。', 'Content': '这是一个公开的合成 PCB 数据集，包含 1386 张图像，其中包含 6 种缺陷（缺失孔洞、鼠标咬痕、开路、短路、毛刺和虚假铜），适用于检测、分类和配准任务。', 'Acknowledgements': 'PCB 数据集通过公开链接从 https://github.com/Ixiaohuihuihui/Tiny-Defect-Detection-for-PCB 下载。数据集的作者为 Huang, Weibo 和 Peng Wei。其作品《用于缺陷检测和分类的 PCB 数据集》已发表在 arXiv 预印本 arXiv:1901.08204（2019年）。'}

搜集汇总

背景与挑战

背景概述

PCB Defects数据集是一个公开的合成印刷电路板缺陷图像数据集，包含1386张图像，涵盖6种常见缺陷类型（缺失孔、鼠咬、开路、短路、毛刺和多余铜）。该数据集由北京大学人机交互开放实验室创建，主要用于缺陷检测、分类和配准等计算机视觉任务。