Smart education is an educational term based on the informatization of education. The essence of smart education is to apply modern information technology methods to the field of education and use these advanced technological means to assist in completing the process of teaching reform and innovation. The technological characteristics reflected in smart education are the digitization, networking, and intelligence of traditional educational resources, methods, and methods to achieve maximum resource sharing and collaboration. A talent quality evaluation system is a beacon to guide students in what direction to strive for, and a detector to test teaching level, quality, and style. According to the characteristics of the training objectives of vocational and technical colleges, set up quality evaluation indicators for college students and construct a comprehensive evaluation system.