Style transfer quaintitative evaluation using Deception Score
How to calculate Deception Score:
- Run
./download_evaluation_data.py
to download the weights for artist classification model.
- Set
results_dir
variable in eval_deception_score.py:92
to point to the directory with stylized images.
All images generated by one method must be in one directory.
Image filenames must be in format "{content_name}_stylized_{artist_name}.jpg"
, for example: "Places366_val_00000510_stylized_vincent-van-gogh.jpg"
.
- Run
./run_deception_score_vgg_16_wikiart.sh
- Read results in the log file in
./logs
directory.
How to evaluate your own model: