The invention discloses a property management intelligent scheduling and maintenance method, and relates to the field of intelligent property management and
artificial intelligence application cross technology, and the method comprises the steps: collecting image data of a property management region, and carrying out the preprocessing of the image data based on a
deep learning model, and obtaining a standardized property scene image; inputting the standardized property scene image into a pre-trained scene recognition model, extracting a scene
feature vector, recognizing facility state information in a property area according to the scene
feature vector, constructing a task priority scoring matrix, grading property maintenance tasks, and generating a task scheduling
list; and allocating property maintenance personnel according to the task scheduling
list, pushing task information to the maintenance personnel through the mobile terminal, and updating a
task completion state in real time. According to the invention, a closed-loop
management process from automatic problem sensing to task execution monitoring is constructed, intelligentization and refinement of property maintenance are realized, the management cost is reduced, and the
service quality and the
user satisfaction are improved.