KolektorSDD2

Kolektor Surface-Defect Dataset 2

ImagesUnknownIntroduced 2021-04-13

KolektorSDD2 is a surface-defect detection dataset with over 3000 images containing several types of defects, obtained while addressing a real-world industrial problem.

The dataset consists of:

356 images with visible defects
2979 images without any defect
image sizes of approximately 230 x 630 pixels
train set with 246 positive and 2085 negative images
test set with 110 positive and 894 negative images
several different types of defects (scratches, minor spots, surface imperfections, etc.)

Benchmarks

Anomaly Detection/Segmentation AP Anomaly Detection/Segmentation AUROC Anomaly Detection/Detection AP Anomaly Detection/Segmentation AUPRO Anomaly Detection/AUROC Unsupervised Anomaly Detection/Segmentation AP Unsupervised Anomaly Detection/Segmentation AUROC Unsupervised Anomaly Detection/Detection AP Unsupervised Anomaly Detection/Segmentation AUPRO