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Floor Plan LoRA

Developed by maria26
A diffusion model for generating architectural floor plans based on text descriptions, part of a bachelor's thesis project.
Downloads 213
Release Time : 7/16/2024

Model Overview

This model utilizes diffusion model technology to generate architectural floor plans in specific styles based on text descriptions.

Model Features

Text-to-Image Conversion
Capable of generating corresponding architectural floor plans based on natural language descriptions.
LoRA Fine-tuning
Fine-tuned using LoRA on the Stable Diffusion model, focusing on architectural floor plan generation.
Parametric Control
Controls parameters such as the number of rooms, bathrooms, and kitchen size through structured prompts.

Model Capabilities

Text-to-Image Generation
Architectural Floor Plan Design
Parametric Layout Generation

Use Cases

Architectural Design
Apartment Floor Plan Design
Quickly generates small apartment floor plans based on user requirements.
Example images can be viewed on the model page.
Conceptual Design
Provides architects with preliminary design concepts and layout solutions.
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