steel defect detection

The NEU-DET dataset is a set of images characterized by surface defects on hot rolled steel strip. These defects are classified into six categories: cracks (cr), inclusions (in), patches (pa), pitted surfaces (ps), rolled scales (rs) and scratches (sc). The dataset contains 300 grayscale images for each category, for a total of 1800 images, each of which is 200×200 pixels in size.

NEU-DET 数据集是一组聚焦于热轧带钢表面缺陷的图像数据集。该数据集的缺陷共分为六大类别：裂纹（cracks, cr）、夹杂物（inclusions, in）、斑块（patches, pa）、麻点表面（pitted surfaces, ps）、轧制氧化皮（rolled scales, rs）以及划痕（scratches, sc）。每个类别包含300张灰度图像，总计1800张，所有图像的尺寸均为200×200像素。

搜集汇总

背景与挑战

背景概述

该数据集是一个包含1800张钢材表面缺陷灰度图像的数据集，涵盖6种常见缺陷类型，每类300张200×200像素的图像，适用于计算机视觉领域的缺陷检测研究。