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sundyCoder / DEye

Keep an Eye on Defects Inspection.
Apache License 2.0
872 stars 371 forks source link

Explanation #5

Closed Zumbalamambo closed 3 years ago

Zumbalamambo commented 5 years ago

Are you reconstructing the image as in autoencoder to find the defect?

sundyCoder commented 5 years ago

Are you reconstructing the image as in autoencoder to find the defect?

CNN.

Zumbalamambo commented 5 years ago

Can you please share with us the research paper so i can rewrite the same in Python?

virtari commented 5 years ago

I would also love to see the CNN model behind this. Thanks :)

liangzz1991 commented 5 years ago

a classification model?how to handle high resolution images?....cut and get blockes?...how to set the block size?

Takugo commented 5 years ago

so, just use CNN could solve the defect detection problem? I want to know actual model utilized behind this project.

sundyCoder commented 3 years ago

Any one can define your model according to your requirements, such as VGG, GoogLeNet, ResNet and more...

sundyCoder commented 3 years ago

BTW, I have upload an model example, please enjoy it.