  In this article, the analysis of existing models of satellite image
recognition was carried out, the problems in the field of satellite image
recognition as a source of information were considered and analyzed, deep
learning methods were compared, and existing image recognition methods were
analyzed. The results obtained will be used as a basis for the prospective
development of a fire recognition model based on satellite images and the use
of recognition results as input data for a cognitive model of forecasting the
macro-economic situation based on fuzzy cognitive maps.
