An implementation of [1][2].
Time: 0.05 seconds on NVIDIA TITAN X GPU for at resolution of 1200x630.
ModelName | Style | Samples |
---|---|---|
composition_v | ||
feathers | ||
la_muse | ||
mosaic | ||
the scream | ||
udnie | ||
wave | ||
cubist |
Tensorflow(>= r0.11), Numpy, Scipy, Pillow
python render.py --input $INPUT_IMAGE --output $OUTPUT_FILE_NAME --model $MODEL_NAME --arch $GENERATOR_ARCH
Coming soon.
MIT
[1] Johnson, Justin, Alexandre Alahi, and Li Fei-Fei. "Perceptual losses for real-time style transfer and super-resolution." arXiv preprint arXiv:1603.08155.
[2] Ulyanov, Dmitry, Andrea Vedaldi, and Victor Lempitsky. "Instance Normalization: The Missing Ingredient for Fast Stylization." arXiv preprint arXiv:1607.08022.
[3] Gatys, Leon A., Alexander S. Ecker, and Matthias Bethge. "A neural algorithm of artistic style." arXiv preprint arXiv:1508.06576.