Skip to content
No description, website, or topics provided.
Python
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
AE_perceptual.py
CGAN_128.py
Classifier.py
Generate_future.py
README.md
WikiArt_crop.py
WikiArt_select_20_movements.py

README.md

----- CONTENT -----

obtain future art prediction (linear trend only, no VAR) by following the steps:

  • (1) use Classifier.py on the tinyImageNet dataset to train auxiliary classifier model.

  • (2) use WikiArt_crop.py then WikiArt_select_20_movements.py to produce art dataset. Make two versions: 64x64 and 128x128.

  • (3) use AE_perceptual with style and/or content loss to obtain the latent codes. Use the 64x64 version of the art dataset for this task.

  • (4) use CGAN_128.py to train the conditional GAN using the aforementioned images and codes.

  • (5) use Generate_future to make future art.

You can’t perform that action at this time.