#Defect-detection

M-3LAB

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

TSjianjiao

Defect-Detection-with-tensorflow

👷胶囊表面缺陷检测withTensorflow，主要检测了凹陷和缺失部分，涉及到GPU加速

Yuki-11

CSSR

Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution (CSSR) was accepted to international conference on MVA2021 (oral), and selected for the Best Practical Paper Award.

aviralchharia

Surface-Defect-Detection-in-Hot-Rolled-Steel-Strips

This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted surface, inclusion and scratches. A CNN is trained on the NEU Metal Surface Defects Database which contains 1800 grayscale images with 300 samples of each of the six different kinds of surface defects.

awslabs

sagemaker-defect-detection

Detect Defects in Products from their Images using Amazon SageMaker

PanithanS

Wafers-Defect-Recognition-using-Visual-Transformer

We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.

PanithanS

Defect-Prediction-in-Semiconductor-Lithography

Lithography defect prediction for microchip manufacturing optimization with machine learning model