Based on the study of calligraphy style, it helps calligraphy learners to appreciate calligraphy works of the same style more conveniently. proposed a method to extract the characteristics of calligraphy style through metadata. According to the calligraphy images provided by CADAL Scanning Center, Lu Weiming et al. Digital library projects, such as CADAL (China-America Digital Academic Library), are already taking shape. With the development of modern science and technology, calligraphy works have gradually changed from traditional paper form to digital form. The working principle of deep learning can be understood as extracting the characteristics of the data layer by layer on the basis of a multi-level neural network model, and finally using a certain method to characterize the source data. So far, deep learning has become one of the most popular algorithms in machine learning, which can effectively extract high-level complex relationships between data. A multi-layer neural network model is the core of deep learning, in which each layer uses nonlinear methods to process data. To sum up, with the help of computer calligraphy font recognition technology, it can not only provide appreciation guidance for calligraphy learners, reduce the difficulty for the public to appreciate calligraphy, but also spread excellent calligraphy culture to the public.ĭeep learning is widely used in many fields, such as signal processing, market data analysis and even teaching data analysis.

Lack of professional learning in calligraphy will make it difficult to accurately and skillfully identify each calligraphy font, making most learners unable to realize the purpose of truly appreciating and learning calligraphy art. It is well known that the aesthetic process of calligraphy works should be a comprehensive and three-dimensional process, a holistic experience process including calligraphy font style, text content and deep cultural information.

As an important part of Chinese traditional culture, calligraphy has a very unique artistic charm.

Chinese calligraphy style font