Potholes are a common form of road damage that pose serious risks to road users. Accurate repair requires estimating the pothole's dimensions—length, width, and depth—which is still commonly done manually and inefficiently. This study proposes the development of an autonomous mobile robot capable of detecting and estimating pothole dimensions. The robot utilizes an ultrasonic sensor and a d…