Artificial intelligence-based automatic spraying system using drones

摘要

The present invention relates to an artificial intelligence-based automatic spraying system using a drone. A drone comprising a control unit for controlling the spraying operation of the coating material, and a camera unit for photographing an aerial image of the terrain or facilities of the work place according to the control of the control unit; When work request data including a preset work place and work details are received, using an artificial intelligence-based coating material injection model, based on the work request data, operation area information, coating material selection information, coating material capacity information, and drone a management server that generates job schedule information including charging and injection schedule information, and calculates and provides flight scenario information of the drone according to the job schedule information; And it is connected to the management server through a communication network to provide a control command for the drone's flight operation and the coating material spraying operation according to the flight scenario information to the drone, and when spraying the coating material using the drone is completed, the operation starts / Including a control terminal that provides operation result data including progress/complete images, type and usage of the coating material, the number of flights and charging of the drone, and injection operation record data to the management server, wherein the artificial intelligence-based coating material injection model is , collect learning data including the aerial image, work request data, and work result data by the work request data, pre-process the collected learning data to learn the coating material injection model, and then through the learned coating material injection model The job schedule information is predicted according to the calculated classification result.