This repository is for Meta Networks for Neural Style Transfer. The meta network takes in the style image and generated an image transformation network for neural style transfer. For more details please refer and cite this paper
@inproceedings{shen2017style,
author = {Falong Shen, Shuicheng Yan and Gang Zeng},
title = {Meta Networks for Neural Style Transfer},
booktitle = {arXiv:1709.04111},
year = {2017}
}
This library is based on Caffe. CuDNN 7 and NCCL 1 are required. Please follow the installation instruction of Caffe.
The size of image transformation network for the following images is 7MB.
The size of image transformation network for the following images is 449KB.
Python code. Please execute the scripts in Python folder. Meta model is very huge while the generated model is very small.
- pretrained meta models
train_8(130M), generated model is 449KB
train_32(968M), generated model is 7MB
Put these models into python/model/ and modify the model name in demo.py.