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This is a Experimental Study study.

October 17, 2025

AI for Automatic Defects Detection on Large Civil Works: Our Adventure from the Database Creation to a First Efficient Pipeline

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Development of an AI-based tool enhances defects detection in civil works, suggesting greater efficiency.

Automated analysis significantly reduces the time and cost involved in identifying structural defects.
The project created a unique training database and employed neural networks for effective defect detection.
State-of-the-art image processing techniques were utilized, including data augmentation for improved model performance.
Initial results show promising feedback on the efficiency of the automated pipeline for defect analysis.

Stéphan et al. (2025) studied this question.

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October 17, 2025

View Full Paper

Ask AI

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Authors

Development of an AI-based tool enhances defects detection in civil works, suggesting greater efficiency.

Automated analysis significantly reduces the time and cost involved in identifying structural defects.
The project created a unique training database and employed neural networks for effective defect detection.
State-of-the-art image processing techniques were utilized, including data augmentation for improved model performance.
Initial results show promising feedback on the efficiency of the automated pipeline for defect analysis.

Stéphan et al. (2025) studied this question.

View Full Paper

Ask AI

Bookmark