Saturation priority method for data simulation was put forward. Forward and reverse simulation model of color space conversion based on BP neural network was constructed using the advantages of neural network in nonlinear conversion. Better train efficiency and conversion effects were obtained through test sample selection, simulation experiment, and data analysis. The simulation results showed that the BP neural network is suitable for color space conversion, and accuracy is higher.