Image to Image
Model
Drag and drop an image, or click to select
Max size: 4MB
Image to Image Result
Image to Image AI Generator
Use image to image when the base composition is already right and the next step is change, cleanup, or polish. It is the right workflow for restyling, background work, sharpening, and controlled updates to an existing asset.
- Transform one source image into several usable looks without rebuilding the frame.
- Change lighting, palette, texture, detail, or style while keeping the subject recognizable.
- Keep structure consistent for brand-safe iteration across campaigns and channels.
- Export polished variants for ads, ecommerce, social, and content refreshes.
Restyle without rebuilding the frame
The best image-to-image workflows keep the original structure stable while changing style, mood, or polish.
- Keep framing, subject placement, and the overall idea of the source image intact.
- Test different aesthetics, lighting setups, and mood treatments from one approved base visual.
- Use transformation prompts to explore direction quickly without rebuilding the asset from scratch.
- Give growth, brand, and design teams more options to review without creating more raw content.
Clean up assets that are almost ready
Image to image also works when the goal is not dramatic restyling but a cleaner, more usable, more on-brand finish.
- Improve clarity, material feel, lighting balance, and overall finish.
- Refresh older assets for new launches, placements, or seasonal pushes.
- Generate several polished versions so the team can choose the best fit for channel and audience.
- Move from existing source file to better output faster than a full manual redesign.
Image to Image Use Cases
Image to image is for moments when the source asset already has the right structure and only the finish needs to change.
ILLUSTRATION POLISH
Anime and illustration cleanup
Sharpen soft source images, improve line quality, and push character or illustration assets toward a cleaner presentation-ready finish.
PRODUCT CLEANUP
Product cleanup
Turn existing product photography into cleaner, more usable assets for catalogs, PDPs, and paid creative.
STYLE VARIANTS
Style adaptation
Explore new looks from a stable source image when you need a different aesthetic without losing the core composition.
DETAIL REPAIR
Detail recovery
Improve softness, texture definition, and overall finish when the source image is still worth saving but not ready to ship as-is.
How Image to Image Works
Upload the source image, describe the change, then keep the version that improves the asset without breaking it.
Upload the source image
Start with the photo, product shot, campaign visual, or draft design that already contains the composition you want to preserve.
Describe the transformation
Specify the style shift, cleanup, lighting change, texture direction, or mood update you want while keeping the structure anchored.
Generate and compare variants
Review transformed outputs, choose the one that best fits the brief, and export it into your publishing workflow.
Image to Image Prompt Examples
Use these when the composition is already approved and the request is a controlled transformation, not a new scene.
Prompt 1
Background cleanup
Keep the subject and crop, replace the background with a clean studio surface, improve edge separation, maintain natural shadows, preserve proportions.
Prompt 2
Wardrobe restyle
Preserve pose and lighting, change the styling to a sharper editorial look, maintain proportions, clean tailoring, premium fashion finish.
Prompt 3
Detail recovery
Keep the composition, restore crisp texture and fine detail, reduce blur, balance contrast, and keep the result natural enough to use in production.
Need a new frame or motion instead?
Switch workflows when continuity stops mattering, when the asset needs animation, or when the first frame should come from text instead of a source file.
Text to Video
Use it when the job is a brand-new motion scene rather than a controlled transformation of one image.
Open workflow
Image to Video
Use it when the still is approved and the next step is camera motion, atmosphere, or loop-ready movement.
Open workflow
AI Image Generator
Use it when the source image is no longer the right composition and you need a fresh still.
Open workflow
Image to Image FAQ
These are the questions teams ask when they are deciding what to preserve, how much to change, and when a new composition is the better answer.
▶What source images work best for image to image?
Use images with a clear focal point, stable subject, and composition worth preserving. The workflow is strongest when the source asset is already structurally right.
▶What kinds of changes are safest to ask for?
Changes to finish, color, lighting, texture, background treatment, cleanup, and style are usually more reliable than asking the model to reinvent the whole scene.
▶When should I use image to image instead of text to image?
Use image to image when you need controlled change from an existing visual. Use text to image when the image should be invented from a written brief.
▶Can image to image help with background cleanup and product polish?
Yes. It is a strong fit for background cleanup, white-background prep, sharpening, restyling, and other controlled transformations based on an existing asset.
▶Why do some results drift away from the original image?
Drift usually happens when the source image is weak or the prompt asks for too many unrelated changes at once. More stable sources and narrower instructions hold the composition better.
▶What file types and upload sizes are supported?
The current web workflow accepts common image uploads such as PNG, JPG, JPEG, WEBP, and GIF, and the default upload limit is 4 MB per file.
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