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AI Pose Changer

AI Image to Image Generator for Prompt-Controlled Restyling

Upload a reference image and guide the edit with text to refresh composition, product photography, or campaign variants.

Pistachio Latte Recipe

Pistachio Latte Recipe

A cute scrapbook-style layout for a Pistachio Rose Latte recipe featuring torn paper, polaroids, Korean text, and a layered pink and green drink.

Needle-Felted Girl

Needle-Felted Girl

A realistic portrait of an adorable little girl made entirely of needle-felted wool, with blonde curly hair, blue eyes, and a soft texture.

Fashion Editorial Layout

Fashion Editorial Layout

An editorial collage with four monochrome panels of a woman modeling sunglasses, juxtaposed with a full-body shot in a white shirt.

What image to image lets you keep or change

Image-to-image is strongest when the source image is already useful and the task is to reshape it into a different presentation.

What the source image can keep

  • Subject identity and composition anchors
  • Color relationships and lighting mood
  • Core product or portrait readability
  • The part of the image that should stay recognizable

What the edit can change

  • Wardrobe, styling, and surface finish
  • Background, environment, and framing detail
  • Campaign tone, polish, and narrative style
  • How aggressively the image should be restyled

Which kinds of image-to-image edits work best

Prompt-guided editing is strongest when the source image stays useful and the edit only needs to move the presentation into a new direction.

01

Product refresh

  • Turn an existing product photo into a more polished launch visual.
  • Keep the product readable while improving the surrounding scene and finish.
  • Useful when the existing image is right structurally but not final enough for the campaign.
02

Portrait restyle

  • Move a portrait toward editorial, luxury, or campaign language.
  • Preserve the subject identity while changing styling, light, or backdrop details.
  • Good for headshots, talent images, and mood-driven creative tests.
03

Scene replacement

  • Swap the context or mood around a subject without rebuilding the whole asset.
  • Use it when the same visual needs to support another story or seasonal direction.
  • Strong for social variations and campaign refreshes that need multiple edits from one source.

How to direct an image transformation

The model works best when you state what should remain stable before you describe what should change.

  1. 1

    Upload the reference image

    Start with the image that already has the subject, framing, or product you want to preserve.

  2. 2

    Describe the transformation

    Explain the new style, background, mood, or presentation you want the final image to reflect.

  3. 3

    Choose the output shape

    Match the aspect ratio to the final placement so the transformed image is ready for the channel you need.

  4. 4

    Keep or push the edit

    Decide whether the result should stay close to the original or move into a more dramatic restyle.

Energy Drink Campaign

Energy Drink Campaign

A high-energy sports campaign poster featuring a triumphant female soccer player in a green and white jersey celebrating in a packed stadium with golden confetti. She is holding up a black 'VIOEVO VOLT' energy drink can with dynamic blue water splashes. The text 'FEEL VIOEVO' is written in a bold, dynamic yellow font.

Image to image FAQs

How much of the original image can image-to-image keep?

That depends on the prompt and the source image, but the goal is always to preserve the useful structure while updating the presentation.

Is image-to-image good for product photography?

Yes. It is well suited to product photo editing, campaign variations, and polished restyles that keep the product readable.

When should I use image-to-image instead of text to image?

Use image-to-image when you already have a source image that matters and you want to transform it rather than create from scratch.

Can image-to-image create multiple campaign variations?

Yes. It is a practical way to generate different edits from the same source image for multiple placements or creative tests.

Features

Prompt-guided editing for product, portrait, and editorial transformations
Great for product refreshes, scene replacement, and campaign variations
Model-specific reference image limits are enforced automatically
Consistent source-image workflow with history and polling
Reliable image execution with platform polling and history

Powered by production-ready AI models

ChatGPT Image 2.5
ChatGPT Image 2.5
ChatGPT Image 2
ChatGPT Image 2
Nano Banana 2
Nano Banana 2
Grok Imagine
Grok Imagine
Wan 2.7 Image
Wan 2.7 Image
Wan 2.7 Image Pro
Wan 2.7 Image Pro

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One cinematic studio for video and image generation. Start from the input you already have.

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