Mobile Mapping point cloud object detection is becoming vital and essential for many real-world applications when it comes to precisely measure and detect critical objects. The municipality of Rotterdam is responsible for road construction details and maintenances of streets in Rotterdam. For example, the municipality will try to take into account the slope of the street. In this way they ensure that the new street or newly installed elements do not cause any disruption to water drainage.