Image Prompt Adapter
Adapters such as IP-Adapter (2023) let a reference picture guide generation the way text does. The output borrows its style, subject or mood without a long written description.

Spot it
- 01Borrowed reference palette
- 02Matching mood and style
- 03New composition, same feel
Why it happens
A reference image is encoded into feature tokens that are fed into the model's attention layers alongside the text prompt, so the visual features steer generation.
Recreate it in Pixio
Image edit prompt“Redraw this image so it borrows the color palette, lighting mood, material feel and artistic style of a supplied reference picture, as if the reference were visual guidance, while the content stays the same and every area matches the reference's look. Keep the original subject and composition.”
Open PixioUpload your image and pick an image-edit model.
