卫浴陶瓷产品缺陷图像库

卫浴陶瓷产品缺陷图像库主要面向卫浴陶瓷产品表面缺陷检测与质量评判研究建设。该图像库中的缺陷图片数据采集自2019至2022年项目研究周期内佛山东鹏洁具股份有限公司的卫浴陶瓷产品生产现场，缺陷图片经过分类、筛选、数据增广、缺陷标签标注后，最终构成包含33种缺陷类型的卫浴陶瓷产品表面缺陷图像库；该图像库中还包括这33种缺陷类型的特征描述及其对应的第一责任工艺溯源，以及产品分级规则。数据量为4.21GB。The Bathroom Ceramic Product Defect Image Dataset is primarily developed for research on surface defect detection and quality evaluation of bathroom ceramic products. The defect images within this dataset were collected from the production workshops of Foshan Dongpeng Sanitary Ware Co., Ltd. during the 2019 to 2022 project research period. Following classification, screening, data augmentation, and defect label annotation, the dataset finally consists of surface defect images of bathroom ceramic products covering 33 distinct defect types. Additionally, this dataset includes feature descriptions for each of the 33 defect types, the traceability of their corresponding primary responsible production processes, as well as product grading regulations. The total data volume of the dataset is 4.21 GB.

搜集汇总

背景与挑战

背景概述

卫浴陶瓷产品缺陷图像库是一个包含33种缺陷类型的图像数据集，数据量4.21GB，主要用于卫浴陶瓷产品表面缺陷检测与质量评判研究。数据来源于2019至2022年佛山东鹏洁具股份有限公司的生产现场，经过分类、筛选和标注，并包含缺陷特征描述、工艺溯源及产品分级规则。