README.md

Architectural Design Image dYeing (ArchiDIY)

This is the official repo for the paper: FROM EXPLORATION TO INTERPRETATION:Adopting Deep Representation Learning Models to Latent Space Interpretation of Architectural Design Alternatives, which offers a framework for editing architectural design images.

Semantic manipulation

Layerwise manipulation

Citation

If you find the code in our research useful, please consider cite:

@inproceedings{chen_exploration_2021,
	title = {From Exploration to Interpretation-Adopting Deep Representation Learning Models to Latent Space Interpretation of Architectural Design Alternatives},
	volume = {1},
	eventtitle = {{CAADRIA}},
	pages = {131--140},
	booktitle = {{PROJECTIONS}, Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia},
	author = {Chen, Jielin and Stouffs, Rudi},
	date = {2021},
	note = {Publisher: {CUMINCAD}},
}

Acknowledgments

Part of the code is inspired by NVlabs/stylegan2, genforce/higan and genforce/interfacegan.