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Style transfer for graphic novels (comic/ manga), Style transfer - Coggle…
Style transfer for graphic novels (comic/ manga)
Style transfer
Usual
targets
Photo with non-photo realistic images
Method
not content aware
CNN
Slow but transfer deeper
Feed forward
slow on train style model, fast on apply
content aware
masks
image segmentation
instance segmentation
Graphic novels
targets
Both non-photo realistic images
Method
CNN
Slow
Feed forward
slow on train style model, fast on apply
content aware
mask
layout
Style transfer
Goal
different art style
Cost
limited style
time
well-trained artist
Method
Algorithm
CNN
Semantic of images
instance aware
perceptual features
spatial
color
scale
Feed-Forward CNN
Other aspects
Layout
Text