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