Based on the large-scale advertising machine photo data recognition training, cooperate with the inspectors to take photos of the advertising machine and upload them, automatically identify whether the advertising machine in the picture is complete, whether the published photos meet the brand standards, whether the advertising content is clearly distinguishable,and whether the screen of the advertisement machine has a black screen or a system pop-up window. Effectively assist the inspectors in correcting the effect of the advertisement scene in time to avoid the waste of time, manpower and material resources caused by the photo non-compliance caused by human error.