AI-Powered Architectural Visualization

A ComfyUI pipeline that transforms rough architectural sketches into photorealistic interior and exterior visualizations. The workflow generates multiple style and material variants from a single sketch, and upscales the final output to high-resolution presentation quality.

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Technology

ComfyUI, Stable Diffusion, ControlNet, Img2Img, Upscaling

Result

Delivered to an architect as a commissioned project. Generated multiple design variants from simple sketches — different materials, lighting, styles
— in minutes instead of days of manual 3D rendering. Enabled rapid client-facing presentations with high visual quality.

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