Implementation of Deep Learning for Pothole Detection With Smartphones
Road potholes pose serious safety risks, contribute to vehicle damage, and increase maintenance costs for road infrastructure. This research develops a smartphone-based pothole detection system using deep learning with the YOLOv8 model, implemented in TensorFlow Lite to enable real-time, on-device…