The application relates to a method and
system for dynamically monitoring a construction area, wherein the method comprises the following steps: collecting real-time construction images of the construction area by using a UAV;
slicing the real-time construction images according to a preset size; inputting N real-time tile images obtained through the
slicing into a pre-trained construction ground
object detection model to perform construction ground
object detection, obtaining a construction ground
object detection result, and converting the real-time tile images whose construction fence detection result is a construction fence and whose construction ground object detection result is an under-construction building into vector polygons respectively, merging the vector polygons in space, obtaining a real-time core construction area, buffering the real-time core construction area outward according to a preset distance to generate a potential influence area, merging the potential influence area and the core construction area in space, obtaining a construction monitoring range of the construction area, and dynamically monitoring the construction area based on the construction monitoring range. Therefore, the application can meet the real-time monitoring requirement, accurately and objectively generate the core construction area, and improve the monitoring efficiency.