In today's digital age, technology has made tremendous advancements in the field of artificial intelligence (AI), particularly in the realm of image generation and search. With the help of AI-powered algorithms, it is now possible to create lifelike images of objects, landscapes, and even people, opening up new opportunities for artists, designers, and content creators to showcase their talents. AI image generation is made possible through deep learning algorithms that analyze patterns and features from a vast database of images to produce realistic and visually appealing results. Among the various AI image generators, the Generative Adversarial Network (GAN) stands out, with its two neural networks - the generator and discriminator - working together to create high-quality images that are virtually indistinguishable from real photographs. On the other hand, AI image search has also been revolutionized, allowing users to search for images using visual inputs such as sketches, colors