AI image transformation
Image to Image AI for Controlled Visual Variations
Start with a reference image instead of a blank prompt. Describe what should change while giving the model visual structure to follow.
Create from a reference image
Upload at least one source image, add a precise prompt, and choose a model that supports image input.
Keep useful visual context
A reference image gives the generator information that text alone cannot fully express.
Composition guidance
Use the source to communicate framing, pose, layout, or object placement.
Style exploration
Describe a new medium, lighting setup, palette, or production treatment.
Model choice
Compare supported image-input models without rebuilding the prompt.
How image to image AI works
The source image and prompt work together.
- 01
Add a reference
Upload a source image with the composition or subject you want to preserve.
- 02
Describe the transformation
State what should change and what should remain recognizable.
- 03
Generate and refine
Review the output, adjust the prompt or model, and generate another variation.
Control the transformation
Clear instructions reduce unexpected drift from the reference.
Separate changes from constraints
Name the edits first, then explicitly list the composition or identity cues to retain.
Use editing for local changes
When only one small area should change, the AI Image Editor is usually more precise.
Image to image AI FAQ
How references, prompts, and models work together.
What is image to image AI?
It generates a new image from both a source image and a text prompt, using the reference as visual context.
Will the result match my source exactly?
No. The result is a generated variation. Prompt precision and model behavior determine how closely it follows the reference.
When should I use the AI Image Editor instead?
Use the editor when you need to mask and replace a specific area while leaving the rest of the image largely unchanged.
Turn a reference into a new direction
Upload an image, describe the intended change, and compare variations in the same workspace.