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The description of measuring equipment for radioimages obtaining on base of multufrequency data is presented. The algorithm of radioimage objects recognition using neural network technology was developed. The neural network architecture getting effective radioimage objects recognition under various conditions was found and recognition efficiency measures were calculated.