Product image variations: Refine product images, change background direction, test lighting, or create polished ad variations from a reference.
Estimated cost4 credits
Fast model · 2K · 16:9
Image to Image Workspace
Image to ImageModeResolution 2K
Sample
Image Remix Sample2K
AI Generator
Image to Image AI Generator
Remix, polish, or redirect existing images while preserving useful subject structure for product concepts, campaign edits, visual variations, and creative cleanup.
TL;DR
Veyloom Image to Image AI Generator is best for image to image workflows that need model choice, visible credit estimates, and downloadable outputs.
Who this is for
Reference-guided concepts: Keep a character, outfit, or composition while exploring fresh environments, color palettes, and campaign moods.
Source image preparation: Prepare stronger still images that can later be animated through Image to Video or used in templates.
Best for / Not best for
Best for
- Reference-guided image variations.
- Product visual cleanup and style exploration.
- Preparing still assets for later video workflows.
Not best for
- Jobs that do not match the required input: One source image plus an edit prompt.
- Long-form editing, exact frame-accurate control, or guaranteed real-world physics.
- Publishing without reviewing rights, brand accuracy, likeness use, and final output quality.
Supported settings
| Supported input | One source image plus an edit prompt |
|---|---|
| Supported output | Still image |
| Duration | Model-specific / not exposed |
| Resolution | 2K |
| Aspect ratios | 1:1 / 16:9 / 9:16 / 4:3 / 3:4 / 21:9 |
| Audio | Not applicable for still image output |
| Credit factors | Model, generation mode, duration, resolution, and output count |
Credits explained
The selected model is the first credit factor; higher-credit models usually reflect heavier video or image generation work.
Duration affects credits for supported video workflows because longer clips require more generation time.
Resolution affects credits when the active public configuration prices higher-resolution video differently.
Output count and generation mode can change the estimate; Veyloom shows the estimate before the Generate action.
Recommended models
| Model | Best use case | Speed | Duration options | Resolution | Audio | Relative credit level |
|---|---|---|---|---|---|---|
| Nano Banana 2 | Fast reference-guided image edits | Fast | Model-specific / not exposed | 2K | Not applicable for still image output | Low |
| GPT Image 2.0 | Detailed commercial image refinements | High quality | Model-specific / not exposed | 2K | Not applicable for still image output | Low |
| Seedream 4.5 | Creative visual remixes | Fast | Model-specific / not exposed | 2K | Not applicable for still image output | Low |
| Flux 2 | Alternative edit direction tests | Fast | Model-specific / not exposed | 2K | Not applicable for still image output | Low |
Prompt examples
Prompt 1: Studio product
Use case: product shot
Prompt: Premium ceramic speaker on a matte graphite table, soft studio light, clean reflections, no text, high-detail product photography.
Expected result: A clean commercial still for product review.
Prompt 2: Cinematic key frame
Use case: cinematic scene
Prompt: Foggy mountain road at sunrise, lone electric car headlights, cinematic composition, realistic atmosphere, 16:9.
Expected result: A still frame that can support later cinematic animation.
Prompt 3: Ad image hook
Use case: social hook
Prompt: Bright vertical campaign poster for a summer beverage, condensation, splash, bold empty space for later copy.
Expected result: A social-ready image with a clear hook.
Prompt 4: Character reference
Use case: character movement
Prompt: A young explorer in a yellow raincoat holding a lantern, consistent outfit details, editorial portrait lighting.
Expected result: A reference frame for character consistency checks.
Prompt 5: Atmosphere reference
Use case: environment or atmosphere
Prompt: Abandoned greenhouse after rain, plants glowing under soft skylight, cinematic realism, rich atmosphere.
Expected result: A mood image with environmental detail.
Known limitations
- Still image outputs do not include native motion or audio tracks.
- Exact text, logos, labels, hands, and product packaging can need follow-up editing.
- Supported resolutions, aspect ratios, source-image requirements, and output counts are model-specific.
Alternatives / Tools
Last updated: 2026-05-30
Sources and methodology
Methodology
This page uses Veyloom's current public model registry, supported model capability configuration, pricing estimate configuration, and public page inventory. Where upstream behavior is not independently verified, the copy says so instead of inventing a guarantee.
Sources
- Veyloom facts and product reference
Public product, model, and credits reference maintained from the current site configuration.
Verified: 2026-05-30
- Veyloom pricing page
Public plan and credit guidance for Veyloom users.
Verified: 2026-05-30
- Image to Image AI Generator page
Current public tool page, visible settings, and recommended model list.
Verified: 2026-05-30
What can you create with Image to Image?
Product image variations
Refine product images, change background direction, test lighting, or create polished ad variations from a reference.
Reference-guided concepts
Keep a character, outfit, or composition while exploring fresh environments, color palettes, and campaign moods.
Source image preparation
Prepare stronger still images that can later be animated through Image to Video or used in templates.
How to use Image to Image on Veyloom
Upload your reference image
Upload the source image you want to preserve or remix, then describe the edit direction, mood, and details to change.
Choose model, ratio, and resolution
Choose an image-edit model, output ratio, and resolution that fit the variation or refinement you need.
Generate, compare, and download
Generate edited versions, compare them against the source, and download the image that best matches the brief.
Choose the right model for this workflow
Related tools
FAQ
What is an image to image AI generator?
It uses a source image plus a prompt to produce a new image that follows the reference while changing style, composition, or details.
What images work best as references?
Use a clear image with the subject, layout, or style you want to preserve, and describe exactly what should change.
Can I preserve the main subject?
Image to Image is designed for reference-guided changes, but exact preservation depends on the model, prompt, and source clarity.
Can I create product or campaign variations?
Yes. It is useful for generating alternate backgrounds, lighting treatments, visual styles, and edit directions from a source image.
How are image edit credits estimated?
Veyloom estimates credits from the selected image edit model and output settings before you start generation.
Can I use the result in video workflows?
Yes. A refined image can be used as a stronger source asset for Image to Video or as a campaign still.
Create with Image to Video AI Generator
Use the workspace above to choose a model, confirm settings, and review the credit estimate before generation.