In this study, we present a building-level functional map of China, covering 110 million individual buildings across 109 cities using 69 terabytes of multi-modal satellite imagery. The national-scale ...

First, use yolov5 for object detection whose class includes car, truck, pedestrian, bicyclist, traffic light, traffic sign, motor and large vehicle. Second, crop the images of traffic light and ...