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Image GenerationSD 3 Medium Image to Image
SD 3 Medium Image to ImagePixio image systemBuilt for controlled visual output

SD 3 Medium Image to Image

Image-to-image with SD 3 Medium for guided transformations.

Pixio read

The best image results come from specific composition, style, and lighting language. Be explicit about what should be in frame and what should feel dominant.

Open in PixioStudy the workflow

Best results start with a precise subject, composition, and style direction.

Why creators use it
Composition drives quality
Lighting direction matters
Great for polished finals
Prompt
Creation input
Edit
Workflow behavior
Style
Consistency control
Finals
Design fit
Pixio briefing

How to get the best out of SD 3 Medium Image to Image

Generate
Best when you need a fresh composition from text and direction.
Key art, concepts, campaigns, exploration.
Edit
Best when the composition is already there and only selected parts need to change.
Inpainting, replacements, polish passes, localized control.
Reference
Best when a subject, style, or visual identity needs to remain consistent.
Character systems, branded visuals, multi-image continuity.
Basic Info

SD 3 Medium Image to Image on Pixio uses SD 3 Medium for image-to-image: guided transformations of an existing image with a text prompt. Use it when you have a source image and want to change style, content, or mood with SD 3 quality.

SD 3 Medium Image to Image

SD 3 Medium Image to Image on Pixio uses SD 3 Medium for image-to-image: guided transformations of an existing image with a text prompt. Use it when you have a source image and want to change style, content, or mood with SD 3 quality.

Use this when

  • You have a source image and want prompt-driven transformation (style, content, or mood) with SD 3 Medium quality.
  • You need guided image-to-image (e.g. sketch to render, day to night) while keeping structure.
  • You prefer Stable Diffusion 3 for image-to-image and do not need SDXL or Flux img2img.
  • You are iterating on an existing asset with clear verbal instructions.
  • You want reliable transformation with good preservation of structure when strength is tuned.

Modes in Pixio

ModeInputBest for
Image to ImageSource image + promptStyle, content, or mood transformation with SD 3

Options

OptionValuesNotes
Strength / denoisingLow–High (check Pixio)Lower = closer to source; higher = more change
Aspect ratioMatch input or override (check Pixio)Preserve or change crop
CreditsPlan-basedCheck model card in Pixio

Credits

Credits are plan-based; check the model card in Pixio for your plan and cost per image.

Prompt structure

[What to change or add] + [Style/mood] + [Lighting]. Describe the desired result (e.g. "convert to oil painting", "make it nighttime"). The input defines the start; the prompt drives the transformation.

Example prompts

"Transform this scene into a rainy night with neon signs. Cinematic, moody. Keep the same composition."

"Same character and pose, cyberpunk city background. Blue and purple lighting."

"Convert this sketch into a full digital painting. Fantasy style, warm lighting."

Learn in the Academy

Step-by-step lessons, hands-on prompts, and a quiz to master SD 3 Medium Image to Image.

Open course

Use in Pixio

Open Pixio Generate and try SD 3 Medium Image to Image right now.

Quick reads
Composition drives quality
Lighting direction matters
Great for polished finals
Options and credits
Prompting
Subject + composition + lighting + style
Be explicit about what leads the frame.
References
Optional
Use when subject or brand identity must hold.
Edits
Mask or prompt changes
Change only the weak area whenever possible.
Practical playbook
Use these heuristics to get cleaner, more controllable outputs without wasting runs.
PreviousSD 3 Medium
NextSD 3.5 Large
Prompt architecture
Build the output like a creative brief.
[Subject] + [Style] + [Composition] + [Lighting] + [Background] + [Quality Intent]
Prompt demo
Luxury skincare bottle on wet black stone, centered composition, soft magenta rim light, cool studio fill, shallow reflections, premium editorial product photography.

A strong image prompt defines the subject, composition, lighting, and finish instead of leaving them implied.

Modes and controls
Build the frame from text
Generate

"Turn this daytime landscape into golden hour. Photoreal, serene, same framing."

When to use SD 3 Medium Image to Image vs other models

ScenarioBest choice
SD 3 image-to-imageSD 3 Medium Image to Image
SD 3 text-to-imageSD 3 Medium
SDXL image-to-imageSDXL Image to Image
SDXL mask-based editSDXL Inpainting
Flux image-to-imageFlux SRPO Image to Image, Flux Krea Image to Image

Tips

  • Set strength/denoising in Pixio: lower to keep the image closer, higher for big changes.
  • Describe the target result clearly; the prompt drives the transformation.
  • Use a clear source image for best structure preservation.
  • Iterate with different prompts or strength values to get the right balance.
Open Generate
1

Tell the model what should dominate the frame first.

2

Use lighting language early; it changes everything downstream.

3

When editing, describe what stays, not just what changes.

4

References help when continuity matters more than novelty.

Use precise visual language to control subject, composition, lighting, and style from the start.

Change only what matters
Edit

Preserve the useful parts of the image while steering the rest with masks, references, or prompt edits.

Hold the identity together
Reference

Bring in reference images or LoRAs when consistency is more important than exploration.

Prompt
Creation input
Edit
Workflow behavior
Style
Consistency control
Finals
Design fit
Best use cases
1

SD 3 Medium Image to Image is strongest when the visual brief is specific about framing, style, and what should read first.

2

Use it for campaign images, product shots, subject consistency, or polished concept work.

3

When editing, say exactly what changes and what must remain untouched.

Pixio workflow
Step 01
Define the frame

Lock the subject, composition, and lighting direction before you chase style nuance.

Step 02
Protect consistency

Use references or edits when the same subject, style, or layout has to survive across versions.

Step 03
Polish to finals

Once the frame works, refine only the weak areas instead of rewriting the whole composition.

Best paired with
Upscale

Finish strong compositions by scaling them without rebuilding the frame from scratch.

Pixio Image Edit

Use editing tools after the initial generation when the composition is right but the details still need polish.