喷水织机摄像头采集的布匹产品质量检测图像数据

包含平纹布匹、斜纹布匹和缎纹布匹三类灰度图片，长度为320像素，宽度为288像素，通道数为3。平纹布匹训练集共1178个样本以及134个测试集样本，以及其对应的瑕疵区域标注文件；斜纹布匹训练集共4763个样本以及531个测试集样本，以及其对应的瑕疵区域标注文件；缎纹布匹训练集共1944个样本以及219个测试集样本，以及其对应的瑕疵区域标注文件。数据量460MB。This dataset contains three categories of grayscale images for plain weave fabrics, twill weave fabrics, and satin weave fabrics. Each image has a length of 320 pixels, width of 288 pixels, and 3 channels. For the plain weave fabric subset, there are 1178 training samples and 134 test samples, along with their corresponding defect region annotation files. For the twill weave fabric subset, there are 4763 training samples and 531 test samples, together with their corresponding defect region annotation files. For the satin weave fabric subset, there are 1944 training samples and 219 test samples, along with their corresponding defect region annotation files. The total size of the dataset is 460 MB.

搜集汇总

背景与挑战

背景概述

该数据集包含喷水织机摄像头采集的布匹产品质量检测图像，涵盖平纹、斜纹和缎纹三类布匹的灰度图片，每张图片尺寸为320×288像素，通道数为3。数据提供了训练集和测试集的样本及其对应的瑕疵区域标注文件，总数据量约为460MB，适用于布匹瑕疵检测等工业互联网应用。