Introduction Artificial Intelligence (AI) has made significant strides in the field of image generation. AI image generation models leverage advanced machine learning techniques to create realistic images from textual descriptions, sketches, or even other images. These models have applications in various fields, including art, design, entertainment, and even medical imaging. This paper provides an in-depth…