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Siamese network - Detect the defects from the two given input images.

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Detect_Changes

Siamese network method - Detect the changes from the two given input images.

VGG19:

       VGG-19 is a convolutional neural network that is 19 layers deep. You can load a pre-trained version of the network trained on more than a million images from the ImageNet database. 
       Using VGG19 pre-trained model as the model. And sending two input images to the same model but separate like good in model1 and bad in model2 and finally subtracting both model.

Input_Images:

        Good: 

alt text

        Bad: 

alt text

Final_Output_Image:

          Detected defects & Major Defect.

alt text

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Siamese network - Detect the defects from the two given input images.

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