The invention provides an
industrial fire-fighting emergency method based on visual edge calculation. The method comprises the following steps: synchronously acquiring visual data, thermal data and gas data at the edge end of a factory;
processing and
feature extraction are respectively carried out on the collected data to obtain visual features, thermal features and gas features, after the visual features, the thermal features and the gas features are fused to obtain multi-
modal fusion features, whether a fire happens or not is predicted, and if yes, a fire prediction picture is generated; presetting a
time sequence analysis model, generating a fire emergency task flow according to a result output by the
time sequence analysis model, dividing the priority of the fire emergency task flow, and submitting the fire emergency task flow to a
workflow engine to distribute the fire emergency task flow to a corresponding
execution unit; and on the basis of the steps S11 to S14, collecting multi-
modal data of different factories, and pre-training corresponding fire emergency models. According to the invention, by synchronously collecting and fusing the multi-
modal data of the treatment
plant area, the corresponding
industrial fire-fighting emergency scheme of the
plant area is generated, and the fire-fighting
emergency response time is remarkably shortened.