gafr / chainer-fast-neuralstyle-models

Models for the chainer fast neuralstyle
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deep-learning models style-transfer

chainer-fast-neuralstyle-models

Some models trained by different people using the chainer fast neuralstyle app by yusuketomoto. Please note, there has been a change on how the models are trained which makes them not suitable for the most recent version relased. Will update here soon.

The animated gifs have been created with a simple "real-time" video capture wrapper written in python. The code is available at https://github.com/gafr/chainer-fast-neuralstyle-video

Compatible with old code (0d96350)

ModelName Reference Parameters Style Samples
starrynight chainer-fast-neuralstyle unknown starrynight starrynight starry
cubist cubistMirror unknown cubist alt text cubist
hokusai cubistMirror unknown hokusai hokusai
hundertwasser - 1000 training images, 2 epoches, training: size 512 (full) hundertwasser
kandinsky uploaded by 6o6o full coco training set, 2 epoches, training size 512 (cropped) kandinsky kandinski kandinskigif
kandinsky uploaded by 6o6o full coco training set, 2 epoches, training size 512 (full) kandinsky kandinski
edtaonisl uploaded by 6o6o full coco training set, 2 epoches, training size 512 (cropped) edtaonisl edtaonisl edtaonisl

Compatible with new code

Model Name Reference Parameters Style Samples
Kanagawa 6o6o full coco, 2 epochs, image_size 512 (crop) kanagawa kanagawa
Candy Heartsie full coco, 2.6 epochs, image_size 512 (crop) candy candy
Fur 6o6o full coco, 1 epoch, image_size 512 (crop) fur fur
Starry Night DylanAlloy full coco, 2 epochs, image_size 512 (crop) starry starry
The Scream DylanAlloy full coco, 2 epochs scream scream