Generative Renders
Styling Architectural Renders
YEAR
Fall 2025
KEYWORDS
Image-conditioned Generation, Node-based Pipeline Engineering
TOOLS
Fuser, Comfy UI, Nano Banana 2.5, Flux, Stable Diffusion, LoRA
ADDITIONAL INFO
UCLA AUD Graduate Technology Seminar | Instructor: Laure Michelon
About the project
This project investigates contemporary AI-based workflows for constructing synthetic architectural representations. Using Stable Diffusion with ControlNet, LoRA fine-tuning, and emerging image models such as Flux, Nano Banana, and Qwen, the work translates simple Rhino massing models into layered, controlled generative renders.
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Generative Renders
Styling Architectural Renders
YEAR
Fall 2025
KEYWORDS
Image-conditioned Generation, Node-based Pipeline Engineering
TOOLS
Fuser, Comfy UI, Nano Banana 2.5, Flux, Stable Diffusion, LoRA
ADDITIONAL INFO
UCLA AUD Graduate Technology Seminar | Instructor: Laure Michelon
About the project
This project investigates contemporary AI-based workflows for constructing synthetic architectural representations. Using Stable Diffusion with ControlNet, LoRA fine-tuning, and emerging image models such as Flux, Nano Banana, and Qwen, the work translates simple Rhino massing models into layered, controlled generative renders.
Smooth Scroll
This will hide itself!
This will hide itself!
Generative Renders
Styling Architectural Renders
YEAR
Fall 2025
KEYWORDS
Image-conditioned Generation, Node-based Pipeline Engineering
TOOLS
Fuser, Comfy UI, Nano Banana 2.5, Flux, Stable Diffusion, LoRA
ADDITIONAL INFO
UCLA AUD Graduate Technology Seminar | Instructor: Laure Michelon
About the project
This project investigates contemporary AI-based workflows for constructing synthetic architectural representations. Using Stable Diffusion with ControlNet, LoRA fine-tuning, and emerging image models such as Flux, Nano Banana, and Qwen, the work translates simple Rhino massing models into layered, controlled generative renders.
Smooth Scroll
This will hide itself!
This will hide itself!