管道缺陷多源检测数据智能分析系统性能测试及样本库

数据集共包含4个压缩文件，总数据量26.93GB。其中，（1）“1牵拉数据-裂纹缺陷.zip”为裂纹缺陷牵拉试验检测数据，数据量为7.79GB；（2）“2牵拉数据-螺旋焊缝缺陷.zip”为螺旋焊缝缺陷牵拉试验检测数据，数据量为7.79GB；（3）“3牵拉数据-针孔缺陷.zip”为针孔缺陷牵拉试验检测数据，数据量为7.76GB；（4）“4牵拉数据-错边缺陷.zip”为错边缺陷缺陷牵拉试验检测数据，数据量为3.59GB。This dataset consists of 4 compressed files with a total data volume of 26.93 GB. Specifically: (1) "1 Tensile Test Data - Crack Defects.zip" contains tensile test inspection data for crack defects, with a size of 7.79 GB; (2) "2 Tensile Test Data - Spiral Weld Defects.zip" contains tensile test inspection data for spiral weld defects, with a size of 7.79 GB; (3) "3 Tensile Test Data - Pinhole Defects.zip" contains tensile test inspection data for pinhole defects, with a size of 7.76 GB; (4) "4 Tensile Test Data - Misalignment Defects.zip" contains tensile test inspection data for misalignment defects, with a size of 3.59 GB.

搜集汇总

背景与挑战

背景概述

该数据集包含四种管道缺陷（裂纹、螺旋焊缝、针孔、错边）的牵拉试验检测数据，总数据量26.93GB，属于国家重点研发计划项目，适用于石油天然气能领域的缺陷检测研究。