Stability AI Inpainting

Use segmentation masks to inpaint objects within an image.

The block wraps Stability AI inpainting API and let users use instance segmentation results to change the content of images in a creative way.

Type identifier

Use the following identifier in step "type" field: roboflow_core/stability_ai_inpainting@v1 to add the block as a step in your workflow.

Properties

Name	Type	Description	Refs
name	str	Enter a unique identifier for this step..	❌
prompt	str	Prompt to inpainting model (what you wish to see)..	✅
negative_prompt	str	Negative prompt to inpainting model (what you do not wish to see)..	✅
api_key	str	Your Stability AI API key..	✅
invert_segmentation_mask	bool	Invert segmentation mask to inpaint background instead of foreground..	✅
preset	StabilityAIPresets	Optional preset to apply when outpainting the image (what you wish to see). If not provided, the image will be outpainted without any preset. Avaliable presets: 3d-model, analog-film, anime, cinematic, comic-book, digital-art, enhance, fantasy-art, isometric, line-art, low-poly, modeling-compound, neon-punk, origami, photographic, pixel-art, tile-texture.	❌
seed	int	A specific value that is used to guide the 'randomness' of the generation. If not provided, a random seed is used. Must be a number between 0 and 4294967294.	✅

The Refs column marks possibility to parametrise the property with dynamic values available in workflow runtime. See Bindings for more info.

Runtime compatibility

requires_internet - air-gapped / offline deployments : This block depends on a service that is not reachable from fully offline / air-gapped deployments.

Input and Output Bindings

The available connections depend on its binding kinds. Check what binding kinds Stability AI Inpainting in version v1 has.

Input and output bindings

• input

  • image (image): The image to inpaint..

  • segmentation_mask (instance_segmentation_prediction): Model predictions from segmentation model..

  • prompt (string): Prompt to inpainting model (what you wish to see)..

  • negative_prompt (string): Negative prompt to inpainting model (what you do not wish to see)..

  • api_key (Union[secret, string]): Your Stability AI API key..

  • invert_segmentation_mask (boolean): Invert segmentation mask to inpaint background instead of foreground..

  • seed (integer): A specific value that is used to guide the 'randomness' of the generation. If not provided, a random seed is used. Must be a number between 0 and 4294967294.

• output

  • image (image): Image in workflows.

Example JSON definition

{
	    "name": "<your_step_name_here>",
	    "type": "roboflow_core/stability_ai_inpainting@v1",
	    "image": "$inputs.image",
	    "segmentation_mask": "$steps.model.predictions",
	    "prompt": "my prompt",
	    "negative_prompt": "my prompt",
	    "api_key": "xxx-xxx",
	    "invert_segmentation_mask": "<block_does_not_provide_example>",
	    "preset": "3d-model",
	    "seed": 200
	}