The problem addressed in this project revolves around generating Anime Faces using a GAN model with the additional capability of selecting hair color. Anime art style has gained significant popularity not only among enthusiasts but also in various industries, such as gaming and animated movie production. However, creating high-quality and diverse Anime Faces can be a time-consuming and challenging task for artists. The importance of this problem lies in the potential it holds for providing a valuable tool to artists and creators in the gaming and animated movie generation industry. By automating the process of generating Anime Faces, this project aims to offer a source of inspiration and assistance, ultimately enhancing the efficiency and creativity of artists. This tool could help reduce the time and effort required to create diverse character designs, enabling artists to focus more on other aspects of their work, such as storytelling and animation. Furthermore, with the ability to select hair color, the project adds an additional layer of customization and flexibility for artists. This feature can facilitate the exploration of different character variations and help artists align their creations with specific themes, art styles, or narrative requirements.