Micro surface defect databaseOil pollution defect database官方网址:http://faculty.neu.edu.cn/me/songkc/Vision-based_SIS_Steel.html ,数据官方网站中也给出了最近几年使用此数据集发表的paper。部分样例如下:3、KTH-TIPS database重复背景纹理数据
Compared with the more than 14 million sample data in the ImageNet dataset, the most critical problem faced in surface defect detection issmall sample problem. In many real industrial scenarios, there are even only a few or dozens of defective images. In fact, for the small sample problem wh...
To address these issues, a novel defect detection technique based on deep learning and photometric stereo vision was proposed, along with the creation of the Metal Surface Defect Dataset (MSDD). The proposed Stroboscopic Illuminant Image Acquisition (SIIA) method uses a specially arranged illuminant ...
To address these issues, a novel defect detection technique based on deep learning and photometric stereo vision was proposed, along with the creation of the Metal Surface Defect Dataset (MSDD). The proposed Stroboscopic Illuminant Image Acquisition (SIIA) method uses a specially arranged illuminant ...
kaanwang/Surface-Inspection-defect-detection-dataset 加入Gitee 与超过 1200万 开发者一起发现、参与优秀开源项目,私有仓库也完全免费 :) 免费加入 已有帐号?立即登录 该仓库未声明开源许可证文件(LICENSE),使用请关注具体项目描述及其代码上游依赖。 master ...
In DsPCBSD+, a total of 20,276 defects were annotated manually by bounding boxes on the 10,259 images. This openly accessible dataset is aimed accelerating and promoting further researches and advancements in the field of DL-based detection of PCB surface defect....
Researchers of surface defect often suffer from the lack of the corresponding dataset. Thanks to the data provider's generous support, we can collect these datasets. You can download some of these datasets which are modified by us, they are in the zip files in this project. Others datasets ...
Mobile phone screen surface defect segmentation dataset. This dataset contains 3 types of surface defects: Oil, Scratch and Stain. It consists of 1200 images and 400 images for each defects. The defects are made by ourselves. The images are collected by industrial camera and the resolution is ...
For image segmentation, object detection, saliency detection, classification, etc. The image datasets are: Magnetic tile dataset Magnetic tile dataset by ourselves. Can be downloaded from https://github.com/abin24/Magnetic-tile-defect-datasets. which was used in our paper "Surface defect saliency ...
Surface-defect-Detection-dataset 读研期间遇到的一些缺陷检测的图像,在此做一个表面缺陷数据集汇总,**感谢加星!**可从CSDN阅读:https://blog.csdn.net/qq_27871973/article/details/84974231。 1、德国DAGM 2007的数据集 总共十类图像,有训练集和测试集,部分样例如下: 数据官方网址:https://hci.iwr.uni-heidelb...