Monday, March 24, 2025

Applied ML - genai in domains

Architecture (buildings)

image generation

mid journey (best)
stable diffusion 
dall-e

controlnet
 - ControlNet is a neural network structure to control diffusion models by adding extra conditions.

3D modelling (structure)

rhino 3d modelling tool

grasshopper model scripting 

- part of rhino 3d
- scripting tool, DSL for Rhino3D
- scripts help enable genai



what is lacking:

- AI models with physics 
- AI models with structural understanding
- AI architecture model that also uses or is integrated with AI material modelling
- an integrated genai workflow
- AI currently seems to fill in at a high-level (e.g. from a drawing with colored 'areas', but has poor quality on details. Also issues with counting (number of floors, windows...).

project - Deep Himmelb(l)au




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