Skip to content
forked from IVRL/LELSD

CLIP-supervised GAN-based Image Editing, project in EPFL course CS-413

License

Notifications You must be signed in to change notification settings

albertaillet/CLIPLSD

 
 

Repository files navigation

CLIPLSD: Project for EPFL Course Computational Photography: CS-413

Repository for CLIP-supervised GAN-based Image Editing.

cliplsd.py contrains all training code for the project.

The notebooks folder contains all experiment notebooks.

Streamlit apps

A streamlit app is provided to view the trained directions depending on the chosen parameters.

streamlit run 1D_visualization.py

Using this app you can view the edits made by the directions found by the model.

For more information check out the report pdf.

Some Results

Screenshot 2022-10-15 at 09 46 36

Screenshot 2022-10-15 at 09 46 47

Screenshot 2022-10-15 at 09 46 53

Acknowledgment

This project builds on top of Optimizing Latent Space Directions For GAN-based Local Image Editing

About

CLIP-supervised GAN-based Image Editing, project in EPFL course CS-413

Topics

Resources

License

Stars

Watchers

Forks

Languages

  • Python 82.5%
  • Cuda 13.2%
  • C++ 4.2%
  • Other 0.1%