Multiple References and Style Consistency
Separate subject, style and composition control when using reference images. Text alone can leave palette, framing and detail treatment inconsistent across a series.
#Three reference roles
| Role | What it anchors | Example instruction |
|---|---|---|
| Subject | Person, character or product identity | Keep this character and place them in a cafe |
| Style | Palette, medium, material, light and mood | Use this visual treatment for a city at night |
| Composition | An approved spatial arrangement | Place the product left and reserve text space right |
#Three methods
Use one reference for a simple style transfer. With supported multi-image input, label each image's role rather than asking the model to blend everything indiscriminately.
textReference 1 supplies the character. Reference 2 supplies the visual style. Reference 3 supplies the composition. Show the character walking through a forest.
Interface/API support can differ; check the actual input surface.
Without an initial reference, approve one generated result and use it as the series anchor for later scenes.
#A shared style specification
textPrimary: dark blue #1a365d Accent: orange #f97316 Background: light-gray gradient Treatment: modern minimal technology, frosted-glass materials Light: soft side lighting Composition: subject above center, lower 20% reserved for text Ratio: 16:9
Append the fixed specification while varying only the intended subject or scene.
#Five-image production sequence
Define the topic, style list and references; approve image one; generate images two–five against that anchor; compare the set side by side; correct inconsistent items; then apply shared finishing if needed.
#Troubleshooting
For gradual drift, refer back to the first approved image rather than repeatedly referencing the last derivative. For excessive similarity, specify that only style or palette should transfer and describe the new content clearly. For conflicting references, reduce their number, use compatible treatments and identify the dominant reference.
#Product-series example
Prepare a white-to-gray background, soft upper-right light, a subtle product shadow and square framing. Edit product A into that specification, approve it, then apply the same treatment to products B–E while checking that each real product remains accurate.
