CPC G06T 9/002 (2013.01) [G06N 3/08 (2013.01); G06T 3/4046 (2013.01); G06T 2200/24 (2013.01); G06T 2210/36 (2013.01); G06T 2219/2024 (2013.01)] | 20 Claims |
1. A non-transitory computer readable medium comprising instructions that, when executed by at least one processor, cause a computing device to:
extract from a first digital image, utilizing an encoder neural network comprising a first set of blocks for encoding global features and a second set of blocks for encoding spatial features, a spatial code comprising features representing a geometric layout of the first digital image by extracting intermediate features using the second set of blocks to upsample features extracted from the first set of blocks;
extract from a second digital image, utilizing the encoder neural network, a global code comprising features representing overall style properties of the second digital image; and
generate a modified digital image by combining the spatial code with the global code utilizing a generator neural network.
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