experiencor / deep-viz-keras

Implementations of some popular Saliency Maps in Keras
https://experiencor.github.io/cnn_visual.html
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ResNet and VisualBackProp #3

Open bbenligiray opened 6 years ago

bbenligiray commented 6 years ago

Useful stuff!

VisualBackProp implementation doesn't work with ResNet because of shape errors. Simply adapting the kernel_size and strides in _deconv wasn't enough. It's probably something to do with the residual connections. The paper uses ResNet-200, so I guess the method isn't inherently incompatible with ResNet.