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Here is an (in progress) article I am working on that might help you: https://harishnarayanan.org/writing/artistic-style-transfer/ https://harishnarayanan.org/w
by hnarayanan 10y ago
Here is an (in progress) article I am working on that might help you: https://harishnarayanan.org/writing/artistic-style-transfer/ https://harishnarayanan.org/writing/artistic-style-transfer/
Repository of explanatory notebooks: https://github.com/hnarayanan/artistic-style-transfer https://github.com/hnarayanan/artistic-style-transfer
- dvcrn 10y agoOh sweet, thanks! I'm definitely bookmarking this
- akshay4126 10y agoThis is excellent blogpost, thanks! Edit: most comprehensive, best illustration, so far I have seen on this topic.
- goldenkey 10y agoYou need to make a correction. The map isnt linear with the addition of the b vector. Its an offset linear map.
- nojvek 10y agoI predict cameras with some built in style transfer filters. This specific blog post made me realize how great some of the pictures look after the edits on colors.
- chestervonwinch 10y agoa.k.a., https://en.wikipedia.org/wiki/Affine_transformation https://en.wikipedia.org/wiki/Affine_transformation
- goldenkey 10y agoYes thank you for the proper name!
- Dragonai 10y agoThis is awesome, thanks!
- Hydraulix989 10y agoI think you need a little more information on the Gram matrix (maybe even ditch some of the elementary "this is gradient descent" stuff and just assume the reader knows a bit more about convnets so that you can dive deeper into the style transfer specifics -- there are plenty of other sources that cover the former already).
- hnarayanan 10y agoComing soon! This got way more popular than I expected well before it was finished.