Imagen is an AI system that creates photorealistic images from input text. It uses a large frozen T5-XXL encoder to encode the input text into embeddings, and then uses a conditional diffusion model to map the text embedding into a 64×64 image. Imagen further utilizes text-conditional super-resolution diffusion models to upsample the image 64×64→256×256 and 256×256→1024×1024.
Imagen is still under development, but it has already been shown to be capable of generating images that are indistinguishable from real photographs. This makes it a powerful tool for a variety of applications, such as
Creating realistic visual content for marketing and advertising. Imagen can be used to generate images for product listings, social media posts, and other marketing materials. This can help businesses to create more engaging and visually appealing content that will capture the attention of potential customers.
Generating educational content. Imagen can be used to generate images that illustrate complex concepts or ideas. This can be a helpful tool for teachers and students, as it can help to make learning more engaging and memorable.
Creating art. Imagen can be used to generate images that are works of art in their own right. This can be a fun and creative way to use the technology, and the results can be truly stunning.
Imagen is a powerful new AI tool with a wide range of potential applications. As it continues to develop, it is likely to become even more versatile and capable
