pip install git+https://github.com/moritztng/prism.git
style-transfer content.jpg style.jpgstyle-transfer content.jpg style.jpg --artwork artwork.png --style_weight 1000 --lr 1 --iter 500
# Create low-resolution artwork with area of 512 * 512.
style-transfer content.jpg style.jpg
# Initialize with low-resolution artwork to create artwork with area of 1024 * 1024.
style-transfer content.jpg style.jpg --init_img artwork.png --area 1024 --iter 200Faster training, less memory, same quality on GPUs.
style-transfer content.jpg style.jpg --use_ampstyle-transfer content.jpg style.jpg --preserve_color contentfrom PIL import Image
from style_transfer.learn import StyleTransfer
style_transfer = StyleTransfer()
artwork = style_transfer(Image.open('content.jpg'), Image.open('style.jpg'))
artwork.save('artwork.png')The shop was based on this implementation and customers ordered canvas prints there.
shop.mp4
- A Neural Algorithm of Artistic Style
- Image Style Transfer using Convolutional Neural Networks
- Preserving Color in Neural Artistic Style Transfer
- Controlling Perceptual Factors in Neural Style Transfer
- Supplementary Material: Controlling Perceptual Factors in Neural Style Transfer
- Mixed Precision Training
- PyTorch Implementation Style Transfer
- PyTorch Tutorial Style Transfer
- Palette Knife Painting Sophia by Briahna Wenke