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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