Anomaly_Inspection_Datasets

A references and discriptions for anomaly detection , manufacturing inspection, defect detection datasets.

Capsule Defect Detection

https://github.com/TSjianjiao/Defect-Detection-with-tensorflow

Casting

https://www.kaggle.com/datasets/ravirajsinh45/real-life-industrial-dataset-of-casting-product

PCB-AoI

https://www.kaggle.com/datasets/kubeedgeianvs/pcb-aoi

ECAD

https://www.kaggle.com/datasets/mrojer/electronic-components-for-automatic-detection

Leather Defect Detection

https://www.kaggle.com/datasets/praveen2084/leather-defect-classification

Hollow Cylindrical Defect Detection

https://www.kaggle.com/datasets/anumfatima/hollow-cylindrical-defect-detection-dataset

Surface Crack Detection

https://www.kaggle.com/datasets/arunrk7/surface-crack-detection

Surface Defect Detection

https://www.kaggle.com/datasets/yidazhang07/bridge-cracks-image?select=CrackForest

Industrial Quality Control of Package

https://www.kaggle.com/datasets/christianvorhemus/industrial-quality-control-of-packages

Structural Defects Network (SDNET) 2018

https://www.kaggle.com/datasets/aniruddhsharma/structural-defects-network-concrete-crack-images

Steel Defect Detection

https://www.kaggle.com/c/severstal-steel-defect-detection/data?select=train_images

PCB Defect Detection

https://github.com/Ixiaohuihuihui/Tiny-Defect-Detection-for-PCB

Mobile Phone Screen Surface Defect Detetion

https://github.com/jianzhang96/MSD

Alibaba TianChi Datasets

https://tianchi.aliyun.com/dataset?spm=5176.12282013.J_3941670930.15.5d2513depqCZxe

NEU Surface Defect Detection

http://faculty.neu.edu.cn/songkechen/zh_CN/zdylm/263270/list/