Settlement Facade Renewal Tool

Published: 4 February 2026| Version 3 | DOI: 10.17632/xzgy3dtt5v.3
Contributors:
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Description

This resource package contains the data used in the paper described as follows: 1. Annotated training dataset of existing residential building facade components 2. Format conversion script. Note: Converts standard .json format to .txt format 3. YOLO model training script used in the paper 4. TRFE-YOLO trained instance model 5. Weights obtained from TRFE-YOLO training 6. Interactive tool: Residential Facade Renewal Tool 7. Object detection script invoked by the interactive tool. Note: This tool is not yet released. It requires Unreal Engine 5.2 for operation. Install the necessary deep learning module libraries for the UE5.2 Python processor and adjust the file paths in the blueprint to match your own file locations. 8. Simulation operation video. Provides a video demonstrating the software running normally, proving that the workflow framework proposed in the paper is real and feasible.

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Categories

Interactive Decision Making, Renewal Theory, Urban Community, Deep Transfer Learning

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