/StructGAN_v1

Automated Structural Design of Shear Wall Residential Buildings Using GAN-Based Machine Learning Algorithm

Primary LanguageJavaScript

StructGAN_v1

Automated structural design of shear wall residential buildings using generative adversarial networks

Our paper has been published online: https://www.sciencedirect.com/science/article/pii/S0926580521003824

image

Lib Name-Version

python 3.6.13
cudatoolkit 11.0.221
pytorch 1.6
tensorflow 1.15.0
numpy 1.19.2
opencv-python 4.5.5.64
scikit-image 0.17.2
scipy 1.2.0

Acknowledgments

This code borrows heavily from pix2pix and pix2pixHD.