This project is to detect the 2 classes of the wall cracks on a naked wall , without any other objects interfearing. the model is built using YOLO V8. Cracks in walls represent a serious concern for ...

Automated pavement crack detection and sealing prototype system developed. ScienceDaily . Retrieved June 2, 2025 from www.sciencedaily.com / releases / 2012 / 06 / 120618095006.htm ...

Abstract: Aiming at the low efficiency of traditional bridge crack detection and the problem of certain safety factors, this paper designs a bridge crack detection system based on machine learning.

YOLOv5 Model: Trains a YOLOv5 object detection model for real-time crack detection. Evaluation Metrics: Precision, Recall, mAP (mean Average Precision), and Learning Rate plots. Dataset The dataset ...

To improve crack detection outcomes, researchers applied an AI algorithm to video captured by an autonomous crack detecting system where the AI analyzes the video frame by frame. Following detection ...

Other automated crack-detection systems under development are designed for processing single images, whereas the new method processes multiple video frames, providing more robust results.

As such, the researchers have introduced its automated system for fatigue crack detection in OSDs, which uses a robotic platform in conjunction with ultrasonic phased array technology. This new system ...

Gauge Corner Crack Detection. Coefficient of Friction Monitoring. Track Geometry Systems. Lubrication System Monitoring. ... Once the detector systems are in place and sending data, the challenge then ...