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authorCameron <cysmith1010@gmail.com>2016-11-24 20:22:40 -0700
committerGitHub <noreply@github.com>2016-11-24 20:22:40 -0700
commita78bc7a19b26c368a727da8fcc434e8e1c4b6af0 (patch)
tree89fb92ce54b614b85afacccbe7ab6b2198d994de
parent5d7b81c52b2d41a6c852609a9ffc6214d164b3a9 (diff)
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*Left to right*: content image, foreground style, background style, foreground mask, background mask, stylized image
-*Note*: The masking is done during synthesis and not as a post-processing step.
+*Note*: The masking is done during synthesis; not as a post-processing step.
### Video
Animations can be rendered by applying the algorithm to each source frame. For the best results, the network is initialized with the previously stylized frame warped to the current frame according to the optical flow between the pair of frames. Loss functions for temporal consistency are used to penalize pixels excluding disoccluded regions and motion boundaries.