Perceptual Losses for Real-Time Style Transfer and Super-Resolution 运行程序

(https://github.com/yusuketomoto/chainer-fast-neuralstyle)

1. 环境配置

sudo pip install chainer

sh setup_model.sh

2. Train

python train.py -s <style_image_path> -d <training_dataset_path> -g <use_gpu ? gpu_id : -1>

3. Generate

python generate.py sample_images/tubingen.jpg -m models/composition.model -o sample_images/output.jpg

4. 实验

Perceptual Losses for Real-Time Style Transfer and Super-Resolution 运行程序

python generate.py sample_images/tubingen.jpg -m models/seurat.model -o sample_images/output.jpg

Perceptual Losses for Real-Time Style Transfer and Super-Resolution 运行程序

风格:seurat.model 中定义的风格

真实图片:

Perceptual Losses for Real-Time Style Transfer and Super-Resolution 运行程序

生成风格的图片:

Perceptual Losses for Real-Time Style Transfer and Super-Resolution 运行程序