This paper presents a fast, inter-frame prediction mode selection algorithm based on H.264.For H.264. The algorithm method of inter prediction mode searches for all the candidate models. This paper proposes an algorithm based on an image intensity classification model selection system to quickly select the best prediction model. Experiments show that the algorithm proposed in this paper increases coding efficiency under the premise of maintaining the basic rate-distortion characteristics.