From the experiment, using our method, the definition of the generated Chinese characters has indeed improved. In addition to quantitatively evaluating the generated characters, we pre-train a vgg-19 network to extract stylistic characteristics of Chinese characters and compare the feature discrepancy between generated and real Chinese characters. The small-scale GAN generates low-resolution Chinese character outline, while the large-scale GAN supplements the details of the characters based on it. However, it is difficult for a single generator to generate Chinese characters with clear texture, so we propose a multi-scale generative adversarial network (GAN), which contains two sub-GANs. Because of the clear structure of Chinese characters, the quality of the generated images is required to be high. Through deep learning methods such as image translation methods, Chinese characters lacking in a set of calligraphy fonts can be quickly generated. These calligraphy chinese fonts work as an online font changer for Instagram.Chinese calligraphy has a strong artistry and appreciation. It acts like a text style changer for the input text by the user. It can be used as a name font changer on social media platforms.

While on mobile these calligraphy chinese fonts can be used by just pressing the screen long enough to display an option 'paste' and then clicking it.Ĭalligraphy chinese Text font changer is in a way unique because it is a free font changer available on the internet.

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Chinese style calligraphy font