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Parametric Assets + GANs (Preview)

First image has a proper description.

ARCROOT allows you to generate modular buildings on the fly.

ARCROOT allows you to generate modular buildings on the fly.

All building assets are grouped, instanced and color coded.

All building assets are grouped, instanced and color coded.

Color coded UV goes into a custom GAN trained model which turns it into a building texture. 

The texture on the right with its detail changing is a example of how the output quality changes based on how long you train the GAN.

Color coded UV goes into a custom GAN trained model which turns it into a building texture.

The texture on the right with its detail changing is a example of how the output quality changes based on how long you train the GAN.

Once the GAN is trained you can see how fast the conversion process is. It generates textures within seconds. My next step is to rent out some GPU farms and tag tens of thousands of photos to train the building generator properly.

Once the GAN is trained you can see how fast the conversion process is. It generates textures within seconds. My next step is to rent out some GPU farms and tag tens of thousands of photos to train the building generator properly.

The results are far from perfect, but takes only minutes from start to finish.

The results are far from perfect, but takes only minutes from start to finish.