Monitoring intelligent processing method and device based on transfer learning, equipment and medium

The invention relates to a monitoring intelligent processing method and device based on transfer learning, equipment and a medium, and the method comprises the steps: obtaining monitoring data through Internet of Things communication lower connection monitoring equipment, and carrying out the preprocessing of the monitoring data, thereby obtaining initial monitoring data; performing data analysis on the initial monitoring data to obtain a business segment and a non-business segment with labels; generating a decision-making scheme, executing the decision-making scheme when the decision-making scheme is triggered, and sending the service segments and the non-service segments to an intensive intelligent monitoring processing center; training the intensive model based on the business segments and the non-business segments to obtain a target intensive model and target monitoring feature data; and carrying out transfer learning on the basis of the target monitoring feature data, generating a plurality of target lig