Traditional Chinese cultural elements have diversified the framework of contemporary cultural studies and given new life to modern landscape design. Therefore, the use of traditional Chinese cultural elements in modern landscape design is the main task faced by landscape design designers. This paper establishes the SVM-design model. An in-depth study on the use of traditional cultural elements in landscape design is launched. The calculation analysis shows that the color application of traditional cultural elements is the most widely used in the creation of landscape space, and its percentage is as high as 60.22%. The use of regional characteristics of traditional cultural elements accounted for the second highest percentage, at 24.73%. The lowest percentage of pattern features of traditional cultural elements is used in the creation of landscape space, only 15.05%. The percentage of the use of traditional cultural elements of the deformation of the exaggerated clothing method is 43%. The reason for its wide application in landscape design is that it is a deformation and exaggeration treatment of the external form of traditional cultural elements to achieve the aesthetic effect of highlighting and amplifying the traditional cultural elements.