Explorer for new architectural dimensions
Latent Studio is a groundbreaking web service that redefines initial-stage modeling for large architecture offices.
With the use of a Generative Adversarial Network (3DGAN) and a vast database of voxelized architectural massings, the end result
is an infinite typologies catalogue of intermediate shapes and scapes to explore. Along all steps (dataset, training, generation) any
architect can seamlessly engage with these models through Speckle, an open source repository for the AEC industry.
What sets Latent Studio apart is the visual exploration of the latent space, which usually remains hidden under the complex layers
of a 3DGAN neural network, but in this case is brought to the end user as an unprecedented tool for creative design exploration.
Module 1:
Training
Learning Progress:
For better estimation of training progress, captures of the same vectors coordinates were plot every 200 epochs of training.