![](https://blog.iaac.net/wp-content/uploads/2023/07/G07_LORA_MUSTAPHA_B.AI_.LCONIES.jpg)
RESEARCH QUESTION
Custom facade design has high costs,currently these designs are reserved to high end residential design.
What if AI could give a valid variety of proposals for balconies customized arrangements that take into account microclimate and privacy of the outdoor space?
METHODOLOGY
![](https://blog.iaac.net/wp-content/uploads/2023/07/Methodology.png)
DESIGN PROCESS
![](https://blog.iaac.net/wp-content/uploads/2023/07/Design-Process.gif)
PIX TO PIX
![](https://blog.iaac.net/wp-content/uploads/2023/07/pix-to-pix.gif)
![](https://blog.iaac.net/wp-content/uploads/2023/07/Pix-to-Pix_1.gif)
- The adjacency matrix works well for relation understanding
- It is easier to reconstruct the initial geometry from the edges
- The model considers an input and output condition so it can reflect a design decision
GAN
![](https://blog.iaac.net/wp-content/uploads/2023/07/GAN-Models-1024x592.png)
![](https://blog.iaac.net/wp-content/uploads/2023/07/GAN-generation.gif)
![](https://blog.iaac.net/wp-content/uploads/2023/07/Model-Vs-Trained-1024x544.png)
Allows to explore several options
It is quicker to detect the cloud of points
The workflow of building the model construction and training is smooth
CONCLUSION
![](https://blog.iaac.net/wp-content/uploads/2023/07/Comparison.png)