Towards AI-enhanced Facade Planning: Integrating Human Expertise with Machine Learning-driven Parametric Modeling
Material Detection and Classification in 2D Architectural Drawings Using Computer Vision for Material Passports
Image-based Multi-Damage Detection in Tunnels: a Deep Learning dataset for Structural Health Monitoring
Deep Neural Networks for Object-detection and Instance Segmentation of Mechanical, Electrical and Plumbing Components: Transfer Learning on Radiators as an Example
Scalability in Building Component Data Annotation: Enhancing Facade Material Classification with Synthetic Data
Monitoring Concrete Pouring with Knowledge Graph-Enhanced Computer Vision: A Case Study from Munich, Germany