Creating with prompts – text to image

In this section, we will introduce some services that enable images to be generated based on a prompt. A prompt is a set of natural language instructions that, when fed to the model, generates images. Whatever can be described in words can be transformed into an image. The more descriptive the prompt is, the more unique the output will be. The instructions can include some keywords that will enhance the originality of the created pieces of art, such as the style of the generated image, the aspect ratio, the resolution of the expected images, and more.

All of the services we will present use some form of diffusion models, combined with other models to make the image generation process more efficient, clean it from disturbing results (for example, for minor 18), and more. Diffusion models are generative models that try to replicate the training data. During training, the model adds noise to the training dataset and learns how to reverse...