2 Matching Annotations
- Oct 2019
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gram matrix must be normalized by dividing each element by the total number of elements in the matrix.
true, after downsampling your gradient will get smaller on later layers
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www.fritz.ai www.fritz.ai
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Style transfer exploits this by running two images through a pre-trained neural network, looking at the pre-trained network’s output at multiple layers, and comparing their similarity. Images that produce similar outputs at one layer of the pre-trained model likely have similar content, while matching outputs at another layer signals similar style.
Style ~ vertical Content ~ horizontal
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