The Ensemble and mixture of expertise method is the most intuitive simple way to improve performance in field recognition using convolutional neural networks (CNNs). However, difficult apply real-time operation applications because amount computational overhead parameters increase proportion number models. In another, a that extracts various combines it cumbersome requires large change network....