| Field | Type | Required | Description |
|---|---|---|---|
prompt |
str | ✔️ | Text prompt(s) to guide image generation. |
image |
components.Image | ✔️ | Uploaded image to modify with the pipeline. |
model_id |
Optional[str] | ➖ | Hugging Face model ID used for image generation. |
strength |
Optional[float] | ➖ | Degree of transformation applied to the reference image (0 to 1). |
guidance_scale |
Optional[float] | ➖ | Encourages model to generate images closely linked to the text prompt (higher values may reduce image quality). |
image_guidance_scale |
Optional[float] | ➖ | Degree to which the generated image is pushed towards the initial image. |
negative_prompt |
Optional[str] | ➖ | Text prompt(s) to guide what to exclude from image generation. Ignored if guidance_scale < 1. |
safety_check |
Optional[bool] | ➖ | Perform a safety check to estimate if generated images could be offensive or harmful. |
seed |
Optional[int] | ➖ | Seed for random number generation. |
num_inference_steps |
Optional[int] | ➖ | Number of denoising steps. More steps usually lead to higher quality images but slower inference. Modulated by strength. |
num_images_per_prompt |
Optional[int] | ➖ | Number of images to generate per prompt. |