Online style migration doodle 在线风格迁移的涂鸦应用

Describe

This is a web application under the project (Neural Doodles: Workflows for the Next Generation of Artists)

Show

index Page:

start Page:

GIF :

How to use it

pytorch

numpy>=1.14.2
torch>=0.4.0
torchvision>=0.2.1
tqdm>=4.23.1
Pillow>=5.1.0

中国用户安装建议使用清华大学的流以避免不必要的麻烦 ->步骤详细

conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/

conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/

conda config --set show_channel_urls yes

conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/

conda install pytorch torchvision cudatoolkit=10.0

run flask server

run hello.py

Features

• upload your image or paint by yourself

• more style migration functions in .ipynb, you can add them in your web

Recommended to read

• 论文|结合马尔科夫随机场和卷积神经网络的图像合成

• Neural Doodles: Workflows for the Next Generation of Artists by Alex J. Champandard on March 7, 2016

• 模型参考