Examples

ControlNet (Vibe Transfer)

Transfer composition, pose, or vibe from a reference image.

ControlNet (including Vibe Transfer and Palette Transfer in NovelAI) allows you to transfer composition, pose, or "vibe" from a reference image.

Composition / Pose Control

from novelai.types import ControlNet, ControlNetImage, GenerateImageParams

controlnet_image = ControlNetImage(image="pose_reference.png", strength=0.6)
controlnet = ControlNet(images=[controlnet_image])

params = GenerateImageParams(
    prompt="1girl, dancing, ballerina",
    model="nai-diffusion-4-5-full",
    controlnet=controlnet,
)

Multi-Character Positioning

Assign specific prompts and positions to each character.

Image-to-Image (i2i)

Generate a new image based on an existing image.

On this page

Composition / Pose Control