Exploration of GAN ( Generative Adversarial Networks) as a creator of the new floor plans. Dataset of 900 floorplans trained.
some of the more interesting and also frequently repeating patterns
typical set up:
image on the right is an original floor plan cleaned and resized to 280×280 pixels
right image is Hough transform rendition
Training pairs consist of Hough transform image + original floor plans
middle image is AI generated floor plan
Natasha Bajc 