Upload a reference image
Start with a portrait, product photo, sketch, room, poster, or concept image.
Model:
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Content policy appliesPrompts are screened. Do not request NSFW, sexually explicit, non-consensual, abusive, or illegal content.
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INSPIRATION GALLERY
Image to Image Generator
Upload a reference image, describe the change you want, and generate new variations with GPT Image 2, Nano Banana 2, Flux 2, and GPT Image 1.5. Keep what matters, change everything else.
3-5s GenerationText to ImageImage to ImageUp to 4K Resolution
Plain-language editing
Transform Any Image with AI
Upload a reference, describe the edit, and generate new visual directions without masks, layers, or manual retouching.
Describe the change in plain English
Tell the model what to preserve and what to transform using natural language.
Generate new visual directions
Create variations that feel redrawn, not filtered, with stronger style and intent.
Model choice
Choose the Best AI Model for Every Edit
Different models preserve different details. FlowCanvas lets you compare precision, realism, speed, and style from one uploaded image.
Precise edit and layout model option
Use it when product shapes, readable text, and structured layouts need to stay clean while the image changes.
Expressive style-change model option
Push portraits, characters, and everyday images into more playful, illustrated, or stylized directions.
Realistic detail and composition model option
Keep scenes believable when changing lighting, interiors, materials, backgrounds, or editorial photo style.
Fast image variation model option
Explore several directions quickly before sending the strongest candidate into a higher-quality edit pass.
Use cases
What Can You Do with Image to Image AI?
Use an existing image as the anchor, then change style, background, lighting, material, or creative direction while keeping the parts that matter.
PortraitsProductsInteriorsSketchesCampaigns
Restyle portraits and characters
Turn a reference photo into editorial art, anime, illustration, or a polished character concept while keeping identity and pose recognizable.
Redesign product photos
Change backgrounds, materials, lighting, or seasonal presentation without booking a new studio shoot.
Visualize interiors and architecture
Try new room styles, lighting moods, furniture directions, and architecture concepts from one starting image.
Turn sketches into finished visuals
Move character sheets, rough concepts, line art, or moodboards into a more finished visual direction.
Workflow
How to Use the Image to Image Generator
Reference-aware editing works best when you are explicit about what to keep, what to change, and how far the transformation should go.
01
Upload your image
Start with a product photo, portrait, sketch, interior, ad creative, or any reference image you want to transform.
02
Write your edit prompt
Say what should stay the same, what should change, and what final style or use case you are aiming for.
03
Select model and settings
Choose GPT Image 2, Nano Banana 2, Flux 2, or GPT Image 1.5, then set aspect ratio, quality, and output format.
04
Generate and compare variations
Review multiple directions, compare model behavior, and keep the result that best preserves what matters.
05
Continue refining
Bring your best output back into Image to Image for another round instead of starting over from scratch.
Why FlowCanvas
Why Use FlowCanvas for Image to Image?
Competitors stop at one edit. FlowCanvas turns Image to Image into a multi-model refinement workspace that keeps the creative loop moving.
Edit with multiple AI models in one workspace
Use the same reference image across different models to compare precision, style, realism, and speed.
Keep the structure, change the style
Preserve pose, product shape, room layout, or framing while changing background, color, material, and mood.
Move between Text to Image and Image to Image
Start from a prompt, generate a candidate, then refine it with image editing in the same creative loop.
Built for commercial creative workflows
Create product assets, ads, social visuals, interiors, characters, and client-ready variations faster.
Fast drafts and high-quality finals
Explore cheaply, then use stronger model settings and higher resolution when the direction is ready.
Save prompts, references, and creations
Keep useful edit prompts and generated variants findable in your FlowCanvas workspace.
Examples
Image to Image Examples
Each example pairs a reference-aware edit with the model and prompt direction that makes the transformation controllable.
GPT Image 2
Style transfer and scene edit
Keep the board layout, turn the scene into a quiet winter editorial image with cinematic lighting.
Nano Banana 2
Poster-ready product campaign
Transform this product concept into a polished campaign poster with strong typography and retail lighting.
Flux 2
Interior moodboard refinement
Keep the room layout, make the design warmer, more premium, and ready for a client concept board.
GPT Image 1.5
Character concept polish
Keep the character silhouette and costume details, refine it into a presentation-ready concept sheet.
Image to Image vs Text to Image
Use Image to Image when you already have a visual direction. Use Text to Image when starting from scratch. The strongest workflow often combines both: generate a concept, then refine it with reference-aware editing.
Say what should stay the same
Use phrases like keep the pose, preserve the product shape, keep the room layout, or retain the original framing.
Describe what should change
Call out the background, material, lighting, season, color palette, era, clothing, or object changes you need.
Use style and camera language
Add direction such as studio lighting, luxury editorial, watercolor, cinematic, macro product shot, or wide angle.
Try multiple models
The same reference image can become cleaner, more realistic, or more stylized depending on the model.
Frequently Asked Questions
Answers about reference images, model choice, privacy, prompt writing, and commercial image editing workflows.
What is an Image to Image AI generator?
It is an AI workflow where an uploaded image guides the output. The model uses your reference for structure, subject, or composition while your prompt describes what should change.
How is Image to Image different from Text to Image?
Text to Image starts from a blank canvas. Image to Image starts from a reference, so it is better when you already have a subject, pose, layout, sketch, or photo direction.
Can I use multiple reference images?
Yes, supported models can use multiple uploaded images. This is useful for combining a product, a style reference, and a background direction.
Will the AI preserve the original subject?
It can preserve the subject when your prompt asks for that clearly. Mention what should stay unchanged, such as pose, face, product shape, or room layout.
What images work best?
Clear images with visible subjects, good lighting, and uncluttered compositions usually produce more controllable edits.
Which model is best for image editing?
GPT Image 2 is strong for precise layout-aware edits, Nano Banana 2 for expressive style shifts, Flux 2 for realism, and GPT Image 1.5 for quick variations.
Start Editing Images with AI
Upload a reference image, choose a model, and create polished variations in one workspace.