How to use Resnet 50 or VGG 16 instead of Inception V3

computerscienceretreat / teapot

Adversarial examples with keras and cleverhans

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Open raghavgurbaxani opened 6 years ago

raghavgurbaxani commented 6 years ago

Thank you for this amazing work. The inception V3 works really well.

Could you please specify how to change the model to Resnet 50 or VGG 16?

when I change it to ResNet I get the following error

ValueError: Error when checking : expected input_8 to have shape (224, 224, 3) but got array with shape (299, 299, 3)

Thanks

nshdesai commented 6 years ago

Hey, You would have to change IMAGE_SIZE to be 224 and you should refer to this link to swap out the Inception model for a Resnet. Hope it works!