A Learned Representation For Artistic Style

• Unofficial Pytorch Implementation of "A Learned Representation For Artistic Style"
• Reference: https://arxiv.org/abs/1610.07629

Usage

Dataset

• Content: MSCOCO 2014 train
• Style: ./imgs/style (manually collected images)
  • The style_index starts in order from the top left (0 ~ 15).
• Trained Model Weights: Link

Example Scripts

# Model Training.
python main.py --mode 'train' \
    --style_path "./imgs/style/" \
    --content_path  "/path/to/content/dataset/"
    
# Model Evaluation.
python main.py --model 'eval' \
    --content_path "./imgs/gentlecat.png" \
    --style_index -1 (0~15 for a specific style, or -1 for all styles)