Stability AI Outpainting¶
Class: StabilityAIOutpaintingBlockV1
The block wraps Stability AI outpainting API and let users use object detection results to change the content of images in a creative way.
The block sends crop of the image to the API together with directions where to outpaint.
As a result, the API returns the image with outpainted regions.
At least one of left, right, up, down must be provided, otherwise original image is returned.
Type identifier¶
Use the following identifier in step "type" field: roboflow_core/stability_ai_outpainting@v1to add the block as
as step in your workflow.
Properties¶
| Name | Type | Description | Refs |
|---|---|---|---|
name |
str |
Enter a unique identifier for this step.. | ❌ |
creativity |
float |
Creativity parameter for outpainting. Higher values result in more creative outpainting.. | ✅ |
left |
int |
Number of pixels to outpaint on the left side of the image. Max value is 2000.. | ✅ |
right |
int |
Number of pixels to outpaint on the right side of the image. Max value is 2000.. | ✅ |
up |
int |
Number of pixels to outpaint on the top side of the image. Max value is 2000.. | ✅ |
down |
int |
Number of pixels to outpaint on the bottom side of the image. Max value is 2000.. | ✅ |
prompt |
str |
Optional prompt to apply when outpainting the image (what you wish to see). If not provided, the image will be outpainted without any prompt.. | ✅ |
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. | ✅ |
api_key |
str |
Your Stability AI API key.. | ✅ |
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 Outpainting in version v1.
- inputs:
PLC Writer,Image Blur,Crop Visualization,Polygon Visualization,Roboflow Visual Search Classifier,Image Slicer,Qwen3.5-VL,Image Convert Grayscale,Webhook Sink,VLM As Classifier,SIFT,Slack Notification,Label Visualization,MoonshotAI Kimi,Stitch OCR Detections,Label Visualization,S3 Sink,Email Notification,Detection Event Log,Pixel Color Count,Background Subtraction,Ellipse Visualization,Stitch Images,OPC UA Writer Sink,CSV Formatter,Corner Visualization,Triangle Visualization,Qwen-VL,Distance Measurement,Camera Calibration,Google Gemini,Polygon Zone Visualization,Roboflow Custom Metadata,LMM For Classification,Camera Focus,PP-OCR,SIFT Comparison,Trace Visualization,Color Visualization,Local File Sink,Llama 3.2 Vision,Llama 3.2 Vision,Morphological Transformation,Google Vision OCR,Google Gemma API,Google Gemma,Microsoft SQL Server Sink,Polygon Visualization,Icon Visualization,Rich Label Visualization,Identify Changes,Twilio SMS/MMS Notification,Keypoint Visualization,Image Slicer,OpenAI,Clip Comparison,OpenAI,Keypoint Detection Model,Object Detection Model,Qwen 3.6 API,Instance Segmentation Model,Single-Label Classification Model,Mask Visualization,OpenAI,OpenAI-Compatible LLM,Roboflow Visual Search,VLM As Detector,Stability AI Outpainting,Blur Visualization,Frame Delay,Bounding Box Visualization,Absolute Static Crop,Roboflow Dataset Upload,Reference Path Visualization,OpenAI,Anthropic Claude,Google Gemini,Event Writer,Stitch OCR Detections,CogVLM,Email Notification,Contrast Enhancement,Current Time,Template Matching,Perspective Correction,Halo Visualization,Multi-Label Classification Model,Dynamic Crop,OpenRouter,Detections Consensus,OCR Model,Halo Visualization,Line Counter Visualization,Roboflow Asset Library Attributes,LMM,Relative Static Crop,Depth Estimation,SIFT Comparison,Dot Visualization,GLM-OCR,Florence-2 Model,EasyOCR,Background Color Visualization,Google Gemini,Image Contours,Roboflow Dataset Upload,Qwen 3.5 API,MoonshotAI Kimi,Stability AI Inpainting,Contrast Equalization,Morphological Transformation,Image Threshold,Camera Focus,Line Counter,Stability AI Image Generation,Circle Visualization,QR Code Generator,Google Gemini,Model Monitoring Inference Aggregator,Roboflow Vision Events,Heatmap Visualization,Twilio SMS Notification,Auto Rotate on Edges,Cosmos 3,MQTT Writer,Anthropic Claude,Image Preprocessing,Line Counter,Anthropic Claude,Text Display,Image Stack,Grid Visualization,Model Comparison Visualization,Identify Outliers,Florence-2 Model,Classification Label Visualization,Pixelate Visualization - outputs:
Image Blur,Track Class Lock,Mask Edge Snap,Crop Visualization,VLM As Detector,Object Detection Model,Polygon Visualization,Roboflow Visual Search Classifier,Detections Stabilizer,Image Slicer,Qwen3.5-VL,Image Convert Grayscale,CLIP Embedding Model,Semantic Segmentation Model,VLM As Classifier,Motion Detection,SAM 3 Interactive,Keypoint Detection Model,Clip Comparison,YOLO-World Model,Buffer,SIFT,OC-SORT Tracker,Label Visualization,MoonshotAI Kimi,Label Visualization,Instance Segmentation Model,Perception Encoder Embedding Model,Email Notification,Keypoint Detection Model,BoT-SORT Tracker,Pixel Color Count,Single-Label Classification Model,Background Subtraction,Ellipse Visualization,Stitch Images,Corner Visualization,Triangle Visualization,Qwen-VL,Camera Calibration,Seg Preview,Google Gemini,Polygon Zone Visualization,LMM For Classification,Camera Focus,PP-OCR,SIFT Comparison,Trace Visualization,Object Detection Model,Color Visualization,Llama 3.2 Vision,Llama 3.2 Vision,SAM3 Video Tracker,Dominant Color,Morphological Transformation,SAM2 Video Tracker,Google Vision OCR,Google Gemma API,Google Gemma,Polygon Visualization,Icon Visualization,Rich Label Visualization,Qwen2.5-VL,Twilio SMS/MMS Notification,Keypoint Visualization,OpenAI,Image Slicer,OpenAI,Keypoint Detection Model,Clip Comparison,Object Detection Model,Qwen 3.6 API,Instance Segmentation Model,Single-Label Classification Model,Mask Visualization,Moondream2,OpenAI,Byte Tracker,Instance Segmentation Model,Roboflow Visual Search,VLM As Detector,Stability AI Outpainting,Blur Visualization,Multi-Label Classification Model,Frame Delay,Bounding Box Visualization,Absolute Static Crop,Roboflow Dataset Upload,OpenAI,Anthropic Claude,Reference Path Visualization,Google Gemini,Detections Stitch,Event Writer,CogVLM,VLM As Classifier,Barcode Detection,Contrast Enhancement,Template Matching,QR Code Detection,Perspective Correction,Semantic Segmentation Model,Halo Visualization,Multi-Label Classification Model,Dynamic Crop,OpenRouter,OCR Model,GeoTag Detection,Halo Visualization,Line Counter Visualization,Time in Zone,Multi-Label Classification Model,LMM,Relative Static Crop,Depth Estimation,SAM 3,ByteTrack Tracker,Dot Visualization,GLM-OCR,Florence-2 Model,EasyOCR,Background Color Visualization,Qwen3.5,Google Gemini,Image Contours,Roboflow Dataset Upload,MoonshotAI Kimi,Segment Anything 2 Model,Qwen 3.5 API,Stability AI Inpainting,Contrast Equalization,Morphological Transformation,Image Threshold,Camera Focus,SAM 3,Stability AI Image Generation,Instance Segmentation Model,Circle Visualization,Google Gemini,Roboflow Vision Events,Single-Label Classification Model,Heatmap Visualization,Cosmos 3,Auto Rotate on Edges,SAM 3,Anthropic Claude,SORT Tracker,Image Preprocessing,Qwen3-VL,Gaze Detection,Anthropic Claude,Text Display,Image Stack,Grid Visualization,Model Comparison Visualization,Florence-2 Model,Classification Label Visualization,SmolVLM2,Pixelate Visualization
Input and Output Bindings¶
The available connections depend on its binding kinds. Check what binding kinds
Stability AI Outpainting in version v1 has.
Bindings
-
input
image(image): The image to outpaint..creativity(float_zero_to_one): Creativity parameter for outpainting. Higher values result in more creative outpainting..left(integer): Number of pixels to outpaint on the left side of the image. Max value is 2000..right(integer): Number of pixels to outpaint on the right side of the image. Max value is 2000..up(integer): Number of pixels to outpaint on the top side of the image. Max value is 2000..down(integer): Number of pixels to outpaint on the bottom side of the image. Max value is 2000..prompt(string): Optional prompt to apply when outpainting the image (what you wish to see). If not provided, the image will be outpainted without any prompt..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.api_key(Union[string,secret]): Your Stability AI API key..
-
output
image(image): Image in workflows.
Example JSON definition of step Stability AI Outpainting in version v1
{
"name": "<your_step_name_here>",
"type": "roboflow_core/stability_ai_outpainting@v1",
"image": "$inputs.image",
"creativity": 0.5,
"left": 200,
"right": 200,
"up": 200,
"down": 200,
"prompt": "my prompt",
"preset": "3d-model",
"seed": 200,
"api_key": "xxx-xxx"
}