Abstract: Federated learning (FL) is a decentralized approach for collaborative model training on edge devices. This distributed method of model training offers advantages in privacy, security, ...

This project evaluates the performance of the YOLOv8n model in detecting cracks in concrete structures, focusing on the impact of training data quality. The evaluation compares models trained on clean ...