Stability AI Inpainting¶
Class: StabilityAIInpaintingBlockV1
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@v1to add the block as
as 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.
Available Connections¶
Compatible Blocks
Check what blocks you can connect to Stability AI Inpainting in version v1.
- inputs:
Template Matching,Morphological Transformation,Classification Label Visualization,Crop Visualization,Stability AI Outpainting,Blur Visualization,Detections Transformation,Reference Path Visualization,OpenAI,Detections Classes Replacement,Anthropic Claude,Camera Focus,Track Class Lock,Instance Segmentation Model,Mask Edge Snap,Model Comparison Visualization,Florence-2 Model,Trace Visualization,JSON Parser,Label Visualization,Image Convert Grayscale,Florence-2 Model,Text Display,Qwen-VL,Llama 3.2 Vision,Image Blur,Keypoint Detection Model,Absolute Static Crop,Velocity,CSV Formatter,LMM,OC-SORT Tracker,Qwen 3.5 API,Qwen 3.6 API,Camera Focus,SORT Tracker,Line Counter,VLM As Detector,Detections Stitch,Clip Comparison,Google Gemma API,Contrast Enhancement,Halo Visualization,Color Visualization,Morphological Transformation,MoonshotAI Kimi,Stitch OCR Detections,Event Writer,Stability AI Inpainting,Bounding Rectangle,Time in Zone,Roboflow Asset Library Attributes,Microsoft SQL Server Sink,OpenAI,Roboflow Vision Events,Identify Outliers,Mask Area Measurement,Detection Offset,CogVLM,Detections Consensus,Object Detection Model,OPC UA Writer Sink,Dynamic Crop,Path Deviation,Bounding Box Visualization,Detections Combine,Qwen3.5-VL,SAM 3,OpenAI,SIFT Comparison,Time in Zone,OCR Model,Single-Label Classification Model,Slack Notification,OpenRouter,Detection Event Log,SIFT Comparison,Pixelate Visualization,Google Vision OCR,SAM3 Video Tracker,Dynamic Zone,Google Gemma,Halo Visualization,Stitch OCR Detections,GLM-OCR,Image Threshold,SAM 3 Interactive,Stitch Images,Twilio SMS/MMS Notification,Icon Visualization,VLM As Classifier,MoonshotAI Kimi,ByteTrack Tracker,Google Gemini,Webhook Sink,Instance Segmentation Model,QR Code Generator,Path Deviation,MQTT Writer,Ellipse Visualization,Anthropic Claude,BoT-SORT Tracker,Dot Visualization,Perspective Correction,Instance Segmentation Model,Seg Preview,Per-Class Confidence Filter,Roboflow Dataset Upload,Detections Stabilizer,SIFT,Google Gemini,EasyOCR,Local File Sink,SAM 3,Triangle Visualization,Contrast Equalization,Time in Zone,Polygon Visualization,SAM2 Video Tracker,OpenAI,Heatmap Visualization,Detections List Roll-Up,Google Gemini,LMM For Classification,VLM As Detector,Llama 3.2 Vision,Identify Changes,Polygon Visualization,Email Notification,Image Stack,Mask Visualization,Anthropic Claude,Detections Filter,Distance Measurement,PTZ Tracking (ONVIF),Keypoint Visualization,Background Subtraction,Multi-Label Classification Model,Twilio SMS Notification,Email Notification,Image Slicer,Image Contours,Line Counter Visualization,Image Preprocessing,SAM 3,VLM As Classifier,Depth Estimation,Pixel Color Count,Motion Detection,Current Time,Corner Visualization,Polygon Zone Visualization,Camera Calibration,Segment Anything 2 Model,Grid Visualization,Stability AI Image Generation,Roboflow Dataset Upload,S3 Sink,Circle Visualization,Image Slicer,Roboflow Custom Metadata,Relative Static Crop,Instance Segmentation Model,Model Monitoring Inference Aggregator,OpenAI-Compatible LLM,Background Color Visualization,Line Counter - outputs:
Template Matching,Morphological Transformation,Classification Label Visualization,Crop Visualization,Stability AI Outpainting,Blur Visualization,Reference Path Visualization,OpenAI,YOLO-World Model,Anthropic Claude,Camera Focus,Track Class Lock,Instance Segmentation Model,Mask Edge Snap,Model Comparison Visualization,Florence-2 Model,Trace Visualization,SmolVLM2,Label Visualization,Image Convert Grayscale,Florence-2 Model,Text Display,Llama 3.2 Vision,Qwen-VL,Image Blur,Keypoint Detection Model,Absolute Static Crop,Gaze Detection,Keypoint Detection Model,LMM,OC-SORT Tracker,QR Code Detection,Qwen 3.5 API,Qwen 3.6 API,Qwen2.5-VL,Camera Focus,SORT Tracker,VLM As Detector,Qwen3-VL,Multi-Label Classification Model,Detections Stitch,Clip Comparison,Google Gemma API,Contrast Enhancement,Halo Visualization,MoonshotAI Kimi,Color Visualization,Morphological Transformation,Event Writer,Buffer,Stability AI Inpainting,Time in Zone,OpenAI,Roboflow Vision Events,Dominant Color,CogVLM,Object Detection Model,Semantic Segmentation Model,Dynamic Crop,Byte Tracker,Bounding Box Visualization,Qwen3.5-VL,Clip Comparison,SAM 3,OpenAI,Single-Label Classification Model,OCR Model,OpenRouter,SIFT Comparison,Pixelate Visualization,Google Vision OCR,SAM3 Video Tracker,Google Gemma,CLIP Embedding Model,Halo Visualization,GLM-OCR,Image Threshold,SAM 3 Interactive,Stitch Images,Twilio SMS/MMS Notification,VLM As Classifier,Icon Visualization,MoonshotAI Kimi,ByteTrack Tracker,Google Gemini,Single-Label Classification Model,Single-Label Classification Model,Instance Segmentation Model,Ellipse Visualization,Anthropic Claude,Object Detection Model,Keypoint Detection Model,BoT-SORT Tracker,Dot Visualization,Perspective Correction,Instance Segmentation Model,Seg Preview,Roboflow Dataset Upload,Detections Stabilizer,SIFT,Google Gemini,EasyOCR,SAM 3,Triangle Visualization,Contrast Equalization,Polygon Visualization,OpenAI,SAM2 Video Tracker,Heatmap Visualization,Perception Encoder Embedding Model,Google Gemini,LMM For Classification,VLM As Detector,Llama 3.2 Vision,Multi-Label Classification Model,Image Stack,Polygon Visualization,Mask Visualization,Anthropic Claude,Barcode Detection,Keypoint Visualization,Background Subtraction,Multi-Label Classification Model,Email Notification,Semantic Segmentation Model,Image Slicer,Image Contours,Line Counter Visualization,Image Preprocessing,SAM 3,VLM As Classifier,Depth Estimation,Pixel Color Count,Motion Detection,Qwen3.5,Roboflow Dataset Upload,Corner Visualization,Camera Calibration,Segment Anything 2 Model,Polygon Zone Visualization,Stability AI Image Generation,Moondream2,Circle Visualization,Image Slicer,Relative Static Crop,Instance Segmentation Model,Object Detection Model,Background Color Visualization
Input and Output Bindings¶
The available connections depend on its binding kinds. Check what binding kinds
Stability AI Inpainting in version v1 has.
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[string,secret]): 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 of step Stability AI Inpainting in version v1
{
"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
}