Aimed at demand of self discovery target function on unmanned platform, combined with deep learning method, an automatic military target classification method is proposed and simulated. Through experiment and test across six kinds of military targets, the proposed method has the advantages of accurate and fast classification and recognition, which can basically meet the demand of self discovery target function.