Search Results for author: Johannes Flotzinger

Found 3 papers, 1 papers with code

dacl1k: Real-World Bridge Damage Dataset Putting Open-Source Data to the Test

no code implementations7 Sep 2023 Johannes Flotzinger, Philipp J. Rösch, Norbert Oswald, Thomas Braml

Recognising reinforced concrete defects (RCDs) is a crucial element for determining the structural integrity, traffic safety and durability of bridges.

Multi-Label Classification

dacl10k: Benchmark for Semantic Bridge Damage Segmentation

1 code implementation1 Sep 2023 Johannes Flotzinger, Philipp J. Rösch, Thomas Braml

Reliably identifying reinforced concrete defects (RCDs)plays a crucial role in assessing the structural integrity, traffic safety, and long-term durability of concrete bridges, which represent the most common bridge type worldwide.

Segmentation Semantic Segmentation

Building Inspection Toolkit: Unified Evaluation and Strong Baselines for Damage Recognition

no code implementations14 Feb 2022 Johannes Flotzinger, Philipp J. Rösch, Norbert Oswald, Thomas Braml

In recent years, several companies and researchers have started to tackle the problem of damage recognition within the scope of automated inspection of built structures.

Transfer Learning

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