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.
翻译:文章分析了现有的卫星图像识别模型,审议并分析了作为信息来源的卫星图像识别领域的各种问题,比较了深层学习方法,分析了现有的图像识别方法,所得结果将作为根据卫星图像开发火灾识别模型和将确认结果用作根据模糊的认知图预测宏观经济状况认知模型的投入数据的基础。