Image to image AI is a reference-guided generation workflow. Instead of asking an image model to invent everything from text, you upload an existing image and describe the result you want. The reference gives the model visual context about the subject, pose, layout, colors, or overall structure; your prompt explains which details should change and which details should remain recognizable.
This makes image to image generation useful when a text prompt alone is too open-ended. You can move a product into a cleaner campaign setting, restyle a portrait, turn a rough sketch into a polished concept, or create several visual directions from the same source. Flux2.Cloud supports up to two reference images in one request, allowing a second image to contribute style, mood, or composition when the selected model supports multi-reference editing.