Upload a source image, describe the changes you want, and transform it with AI. Restyle photos, change backgrounds, modify visual details, and create new image variations while using your original image as a reference.
What Is Image to Image AI?
Image to image AI is a generative AI workflow that transforms an existing image into a new visual result. Instead of starting only from a text description, the AI uses a source or reference image together with a prompt to guide the transformation. Users can describe what should change and what should remain consistent, such as the subject, composition, background, style, colors, lighting, objects, or other visual details. On Himg AI, image-to-image workflows can be used for supported tasks such as photo restyling, background changes, object replacement, visual variations, creative transformations, and reference-based image generation.
Image to Image vs. Text to Image
Text-to-image starts primarily from a written description and creates a new image from that prompt. Image-to-image starts from an existing source image and uses it as a visual reference while applying changes described in a prompt. Use Text to Image AI when you want to create a visual concept from words. Use image-to-image when you already have an image and want to transform, restyle, or create a new variation from it.
Choose an AI Model for Image to Image
Different AI models can interpret reference images and transformation prompts differently. Choose an available model based on the type of visual result you want to create. Browse the full catalog on AI Models.
Nano Banana
Use supported Nano Banana models for reference-based editing and creative image transformation. Dedicated workflows are also available on Nano Banana AI.
Nano Banana 2
Next-generation Nano Banana option for supported multi-image and transformation workflows.
Nano Banana Pro
A higher-resolution Nano Banana option for detailed editing and transformation tasks.
Nano Banana
A balanced Nano Banana model for everyday image-to-image editing.
Seedream
Use Seedream for supported reference-based generation and detailed visual transformations.
Seedream 5.0 Pro
A higher-capacity Seedream option for detailed image transformation workflows.
Seedream 5.0 Lite
A lighter Seedream option for faster creative exploration from reference images.
Seedream 4.0
A Seedream model for everyday image-to-image generation and concept drafts.
FLUX Kontext
Use available Flux Kontext models for supported reference-guided image editing and transformation.
Flux Kontext Pro
A Kontext-family option for supported image-to-image workflows.
Flux Kontext Max
A higher-capacity Kontext option for supported creative transformations.
GPT Image
Use available GPT Image models for natural-language image editing and transformation prompts.
GPT Image 2
A GPT Image model for supported reference-based creative workflows.
GPT-4o Image
A GPT-4o image option for prompt-based visual transformation.
Transform Existing Images with AI
Start with an existing photo, illustration, product image, character, or other visual reference. Describe the transformation you want and use the selected AI model to create a new visual result based on the source image.
Restyle Photos and Artwork
Change the visual direction of an existing image with prompt-based instructions. Explore realistic photography, illustration, anime-inspired styles, cinematic visuals, 3D-style imagery, editorial looks, and other supported creative directions.
Change Backgrounds and Environments
Use a reference image as the starting point while describing a new environment or background. Depending on the selected model and prompt, important subject details can be retained while the surrounding scene is transformed.
Modify Objects and Visual Details
Describe objects, colors, materials, clothing, lighting, environments, or other visual elements you want to change while using the original image as a reference.
Create New Image Variations
Generate alternative visual directions from an existing image by changing the style, environment, composition, lighting, mood, or other creative details.
Preserve Important Details During Image Transformation
When writing an image-to-image prompt, clearly describe which visual details should remain consistent and which elements should change. For portraits, this may include facial features, hairstyle, clothing, or pose. For product images, it may include product shape, proportions, branding details, materials, or colors. Results can vary depending on the model, prompt, source image, and settings.
What Can You Do with Image to Image AI?
Photo Restyling
Transform the visual style of an existing photo while using the original image as a reference.
Background Transformation
Place a subject, product, or character into a different environment by describing the new background in your prompt.
Product Image Transformation
Turn existing product images into new studio scenes, advertising concepts, lifestyle visuals, and other creative variations.
Character Transformation
Use character references to explore new scenes, visual styles, clothing, environments, and other supported creative changes.
Anime & Illustration
Transform photos or existing artwork into anime-inspired, illustrated, stylized, or other creative visual directions.
Creative Variations
Generate alternative versions of an existing image by changing style, lighting, environment, composition, or mood.
How to Write an Image to Image Prompt
A useful image-to-image prompt explains both what should change and what should remain consistent. The source image provides visual context, while the prompt guides the transformation.
Image to Image Prompt Formula
Source Image+
Requested Change+
New Environment / Style+
Composition+
Lighting+
Details to Preserve
Example Prompt Built from the Formula
Source Image: A portrait photo
Requested Change: Replace the background
Environment: Modern photography studio
Style: Realistic commercial photography
Lighting: Soft studio lighting
Details to Preserve: Face, hairstyle, clothing, and pose
Replace the background of the uploaded portrait with a modern photography studio. Use realistic commercial photography and soft studio lighting while keeping the person's facial features, hairstyle, clothing, and pose consistent.
Example 1Replace the background with a modern office while keeping the person, clothing, hairstyle, facial features, and pose consistent.
Example 2Place this product in a premium minimalist studio with soft directional lighting, realistic shadows, and a clean commercial photography style. Preserve the product design, shape, proportions, colors, and branding details.
Example 3Turn this portrait into an anime-inspired illustration while preserving the hairstyle, facial features, clothing colors, pose, and overall composition.
Tips for Better Image to Image Results
Describe What Should Change
Clearly identify the background, style, object, clothing, lighting, environment, or other visual element you want to transform.
Describe What Should Stay Consistent
If important details should remain recognizable, mention them directly in the prompt.
Use a Clear Reference Image
Choose a source image that clearly shows the subject or visual details that matter to the transformation.
Add Style and Lighting Details
Describe the intended visual style, environment, lighting, mood, or photography direction when these elements are important.
Refine One Element at a Time
If the result needs adjustment, refine the relevant part of the prompt instead of changing every instruction at once.
How to Transform an Image with AI
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1. Upload a Source Image
Upload the photo, artwork, product image, character, or other visual you want to transform.
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2. Choose an AI Model
Select an available model based on the type of transformation you want to create.
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3. Describe the Transformation
Write a prompt explaining what should change and which important details should remain consistent.
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4. Choose Available Settings
Select the supported aspect ratio, output settings, or other available options for the selected model.
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5. Generate the New Image
Start the generation and let the selected model create a new result based on your source image and prompt.
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6. Refine the Result
Adjust the prompt or settings to explore another variation.
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7. Download the Image
Download the result when you are satisfied with the transformation.
Why Use Image to Image on Himg AI?
Multiple AI Models
Choose from supported AI image models for different image transformation and creative workflows.
Reference-Based Creation
Start from an existing image instead of relying only on a written description.
Prompt-Based Transformation
Use natural-language instructions to describe what should change and what should remain consistent.
Flexible Creative Workflows
Use image-to-image generation for restyling, backgrounds, products, characters, visual variations, and other supported transformations.
Continue Editing Your Results
Use supported image editing, enhancement, or transformation tools such as AI Image Upscaler to continue refining generated images.
Image to Image Transformation Examples
Photo Restyle
Restyle a photo with a clear transformation prompt
Prompt example: Change to cinematic lighting and a painterly look while keeping the subject, pose, and composition consistent.
Frequently Asked Questions About Image to Image AI
Answers about image to image AI, reference images, transformation prompts, and restyling workflows on Himg AI.
What is image to image AI?
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Image to image AI is a generative AI workflow that uses an existing source image as a visual reference and creates a new result based on that image together with a prompt or other supported instructions.
How does image to image AI work?
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You upload a source image and describe the transformation you want. The selected AI model uses information from the reference image together with your prompt to generate a new visual result.
What is the difference between text to image and image to image?
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Text-to-image starts primarily from a written prompt and creates a new image from that description. Image-to-image starts from an existing image and uses it as a visual reference while applying transformations described in a prompt.
What can I change with image to image AI?
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Depending on the selected model and workflow, image-to-image generation can be used for supported tasks such as changing visual styles, backgrounds, environments, objects, colors, lighting, clothing, compositions, and other image details.
Can image to image AI preserve the original subject?
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Reference images can help preserve important visual characteristics from the source image, but consistency varies depending on the model, prompt, source image, settings, and type of transformation.
Can I use image to image AI for product photos?
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Yes. Supported image-to-image workflows can be used to create product variations, studio scenes, lifestyle concepts, advertising visuals, and other product-focused creative transformations.
Can I transform a photo into another style?
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Yes. Supported models can use an existing photo as a reference while generating a new result in a different visual direction, such as illustration, anime-inspired artwork, cinematic imagery, or other supported styles.
Which AI models support image to image on Himg AI?
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Himg AI supports multiple AI image models and workflows. Available models can change as models are added, updated, or removed, so check the current model selector for available image-to-image options.
Can I use image-to-image results commercially?
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Commercial usage can depend on the selected model, Himg AI terms, applicable provider terms, the generated content, and relevant laws. Review the current Terms of Service before using generated images commercially.
Is image to image AI free?
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Himg AI may provide free credits or trial access for eligible users. Generation costs depend on the selected model and current pricing. Check the generator and pricing page for current credit requirements.
