IMAGE RECOGNITION SYSTEM, EVALUATION DEVICE, AND IMAGE RECOGNITION METHOD

An image recognition system includes at least one memory, and at least one processor coupled to the at least one memory, respectively, and configured to perform a first process, for an image inputted, up to a dividing position determined in a DNN, and output feature-maps of the image, compress the outputted feature-maps, and transmit the compressed feature-maps, receive and reconstruct the compressed feature-maps, and perform a recognition process, for the reconstructed feature-map inputted, after the dividing position, and output a recognition result, wherein the dividing position is determined by accuracy of the recognition result and a total time that includes a time for the performing of the first process, a time for the compressing of the outputted feature-maps, a time for the transmitting of the compressed feature-maps, a time for the reconstructing of the compressed feature-maps, and a time for the performing of the recognition process.