Stability AI Inpainting - Roboflow Inference

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.	✅

Compatible Blocks

Check what blocks you can connect to Stability AI Inpainting in version v1.

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

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
}

Stability AI Inpainting¶

Type identifier¶

Properties¶

Available Connections¶

Input and Output Bindings¶