SDDNlab/Surface-Defect-Detection-Netwoks-lab

Surface-Defect-Detection-Netwoks-lab

Development environment configuration

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pip install numpy==1.15.3
pip install matplotlib==3.0.1
pip install opencv-python==3.4.2.16
pip install opencv-contrib-python==3.4.2.16

Traditional detection methods

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• Template Matching
• Feature Matching
• HOG feature
• Scale-invariant feature transform

unsupervised models

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• AnoGAN-tf
• GANomaly
• Skip-GANomaly
• Skip-Attention-GAN

Datasets

• elpv-dataset
• MVTec AD Dataset