With the rapid development of convolutional neural network, human society has entered the digital age, which has also had a profound impact on the development of exhibition design. The development trend of contemporary exhibition design shows that digitalization, integration, networking and intelligence will be the inevitable trend of exhibition design development. For the exhibition methods and design, it is more diverse. The application of digital technology in exhibition has broken through the traditional way of exhibition. The interactivity, multi-dimension and experience of digital exhibition have brought new vitality to the development of modern exhibition design, which represents the development direction of modern exhibition.