Optimal Design Scheme of Facade Pane Framing Based on GAN Algorithms

Optimal Design Scheme of Facade Pane Framing Based on GAN Algorithms

bilibili video website:

【基于GAN算法的立面窗格框架优化设计方案】

https://www.bilibili.com/video/BV1EV4y1w7vE/?vd_source=f655bca642a7c9bead0ab8d28...

This project is an optimization scheme for dividing building window panes based on CNN and GAN algorithms.

First, collect 40 pictures of scenery outside the window with the same specification parameters as input samples, artificially separate the 40 photo samples, and collect 40 separated photos as output samples.

Secondly, 40 samples are imported into the machine based on GAN for training, and after the training is completed, other photos are input for testing.

Finally, the image data is imported into the design model to design a complete pane. After completing the whole process, we package the program for actual auxiliary design.

The results of machine learning will be used in the design of an actual building window. 

If you are interested in our team's projects, you can download the following files to learn more.