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Using Diffusion Models to improve the process of floor plan drafting

Bachelor Thesis Osnabrück University & DFKI Osnabrück, Germany 2024

Daily supervision of Maria Oprea’s Bachelor thesis, conducted under the academic supervision of Prof. Oliver Thomas and Dr. Simon Pukrop at Osnabrück University in collaboration with DFKI.

Thesis Overview

This thesis explores the application of diffusion models to enhance the process of floor plan drafting. By leveraging the generative capabilities of diffusion models, the work aims to assist architects and designers in creating accurate and efficient floor plans, improving both the speed and quality of architectural design workflows.

The resulting model is available on Hugging Face: https://huggingface.co/maria26/Floor_Plan_LoRA

Supervision Details

  • Student: Maria Oprea
  • Type: Bachelor Thesis (Bachelorarbeit)
  • Institutions: Osnabrück University & DFKI
  • Academic Supervisors: Prof. Oliver Thomas & Dr. Simon Pukrop
  • Year: 2024