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Workflows
Blocks
Building Blocks for Custom Vision Pipelines
Connect models from OpenAI or Meta AI, applications like Slack or Pager Duty, and logic like filtering or cropping.
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Image Contours
Find and count the contours on an image.
Enterprise
Premium
Apache-2.0
Image Threshold
Apply a threshold to an image.
Enterprise
Premium
Apache-2.0
Image Convert Grayscale
Convert an RGB image to grayscale.
Enterprise
Premium
Apache-2.0
Image Blur
Apply a blur to an image.
Enterprise
Premium
Apache-2.0
Template Matching
Looks for instances of template in specific image
Enterprise
Premium
Apache-2.0
SIFT
Apply SIFT to an image.
Enterprise
Premium
Apache-2.0
SIFT Comparison
Compare SIFT descriptors from multiple images.
Enterprise
Premium
Apache-2.0
Pixel Color Count
Count the number of pixels that match a specific color within a given tolerance.
Enterprise
Premium
Apache-2.0
Dominant Color
Get the dominant color of an image in RGB format.
Enterprise
Premium
Apache-2.0
Detections Stitch
Merges detections made against multiple pieces of input image into single detection.
Enterprise
Premium
Apache-2.0
Roboflow Custom Metadata
Add custom metadata to Roboflow Model Monitoring dashboard
Enterprise
Premium
Apache-2.0
Triangle Visualization
Draws triangle markers on an image at specific coordinates based on provided detections.
Enterprise
Premium
Apache-2.0
Polygon Visualization
Draws a polygon around detected objects in an image.
Enterprise
Premium
Apache-2.0
Pixelate Visualization
Pixelates detected objects in an image.
Enterprise
Premium
Apache-2.0
Mask Visualization
Paints a mask over detected objects in an image.
Enterprise
Premium
Apache-2.0
Label Visualization
Draws labels on an image at specific coordinates based on provided detections.
Enterprise
Premium
Apache-2.0
Halo Visualization
Paints a halo around detected objects in an image.
Enterprise
Premium
Apache-2.0
Ellipse Visualization
Draws ellipses that highlight detected objects in an image.
Enterprise
Premium
Apache-2.0
Dot Visualization
Draws dots on an image at specific coordinates based on provided detections.
Enterprise
Premium
Apache-2.0
Crop Visualization
Draws scaled up crops of detections on the scene.
Enterprise
Premium
Apache-2.0
Corner Visualization
Draws the corners of detected objects in an image.
Enterprise
Premium
Apache-2.0
Color Visualization
Paints a solid color on detected objects in an image.
Enterprise
Premium
Apache-2.0
Circle Visualization
Draws a circle around detected objects in an image.
Enterprise
Premium
Apache-2.0
Bounding Box Visualization
Draws a box around detected objects in an image.
Enterprise
Premium
Apache-2.0
Blur Visualization
Blurs detected objects in an image.
Enterprise
Premium
Apache-2.0
Background Color Visualization
Paints a mask over all areas outside of detected regions in an image.
Enterprise
Premium
Apache-2.0
First Non Empty Or Default
Takes first non-empty data element or default
Enterprise
Premium
Apache-2.0
Dimension Collapse
Collapses dimensionality level by aggregation of nested data into list
Enterprise
Premium
Apache-2.0
Property Definition
Define a variable from model predictions, such as the class names, confidences, or number of detections.
Enterprise
Premium
Apache-2.0
Detections Classes Replacement
Replaces classes of detections with classes predicted by a chained classification model
Enterprise
Premium
Apache-2.0
Dynamic Zone
Simplify polygons so they are geometrically convex and simplify them to contain only requested amount of vertices
Enterprise
Premium
Apache-2.0
Perspective Correction
Correct coordinates of detections from plane defined by given polygon to straight rectangular plane of given width and height
Enterprise
Premium
Apache-2.0
Roboflow Dataset Upload
Save images and predictions in your Roboflow Dataset
Enterprise
Premium
Apache-2.0
Detections Transformation
Apply transformations on detected bounding boxes.
Enterprise
Premium
Apache-2.0
Detections Filter
Conditionally filter out model predictions.
Enterprise
Premium
Apache-2.0
Dynamic Crop
Crop an image using bounding boxes from a detection model.
Enterprise
Premium
Apache-2.0
QR Code Detection
Detect and read QR codes in an image.
Enterprise
Premium
Apache-2.0
Barcode Detection
Detect and read barcodes in an image.
Enterprise
Premium
Apache-2.0
Object Detection Model
Predict the location of objects with bounding boxes.
Enterprise
Premium
Apache-2.0
Multi-Label Classification Model
Apply multiple tags to an image.
Enterprise
Premium
Apache-2.0
Single-Label Classification Model
Apply a single tag to an image.
Enterprise
Premium
Apache-2.0
Keypoint Detection Model
Predict skeletons on objects.
Enterprise
Premium
Apache-2.0
Instance Segmentation Model
Predict the shape, size, and location of objects.
Enterprise
Premium
Apache-2.0
YOLO-World Model
Run a zero-shot object detection model.
Enterprise
Premium
Apache-2.0
OpenAI
Run OpenAI's GPT-4 with Vision
Enterprise
Premium
Apache-2.0
Segment Anything 2 Model
Convert bounding boxes to polygons, or run SAM2 on an entire image to generate a mask.
Enterprise
Premium
Apache-2.0
Continue If
Continue a branch of logic if a condition is met.
Enterprise
Premium
Expression
Evaluate a condition and return a response.
Enterprise
Premium
Segment Anything 2
Use SAM 2 to segment objects in an image.
Enterprise
Premium
Image Slicer
Use SAHI to run sliced inference with a computer vision model.
Enterprise
Premium
DetectionsConsensus
Combine predictions from multiple detections models to make a decision about object presence.
Enterprise
Premium
Apache-2.0
Serializer
Convert object detection predictions into serialized format, facilitating data transfer or storage within workflow pipelines.
Sink
Enterprise
Premium
Enterprise
Azure Sink
This block sends email alerts with images and predictions.
Notifications
Enterprise
Premium
Premium
S3 Upload
Send images and prediction files to AWS S3.
Utility
Enterprise
Premium
Premium
SMS
Send SMS notifications through Twilio based on configurable conditions, utilizing dynamic message content and sender/receiver details.
Notifications
Enterprise
Premium
Premium
MQTT Publisher
Publish serialized data payloads to an MQTT broker, handling connection management and error reporting.
Sink
Enterprise
Premium
Enterprise
Webhook Publish
Securely transmit data to specified webhooks using HMAC-SHA512 for payload authentication, ensuring data integrity and confidentiality.
Sink
Enterprise
Premium
Premium
Super Annotator
Enhance images with visual annotations based on detection predictions, combining bounding boxes and labels for clarity.
Sink
Enterprise
Premium
Basic
Non Empty Predictions Tagger
Tag batches of images with boolean flags indicating the presence or absence of predictions for various detection types.
Transformation
Enterprise
Premium
Basic
Prediction Alarm
Monitor and trigger an alarm if the count of specified prediction classes within a defined timeframe exceeds a set threshold.
Transformation
Enterprise
Premium
Enterprise
Filter
Conditionally filter and output data fields based on boolean conditions from a preceding workflow step.
Transformation
Enterprise
Premium
Basic
Slack
Send notifications to a specified Slack channel based on conditions, using customizable message content and Slack API tokens.
Notifications
Enterprise
Premium
Premium
CSV Sink
Export prediction data to a CSV file for various prediction kinds, including object detection and instance segmentation.
Sink
Enterprise
Premium
Premium
Kafka Publish
Publish data to a Kafka topic, with server connection and topic configuration, ensuring data propagation within distributed systems.
Transformation
Enterprise
Premium
Enterprise
Pager Duty
Trigger alerts on PagerDuty based on configurable conditions, sending notifications with customized details about system events.
Notifications
Enterprise
Premium
Enterprise
AWS Secrets Retriever
Retrieve and manage secrets from AWS Secrets Manager for use in workflow automation.
Transformation
Enterprise
Premium
Enterprise
Random Sampler
Randomly sample images based on a specified percentage, triggering actions for selected images within workflow processes.
Transformation
Enterprise
Premium
Basic
Byte Tracker
Track and update object positions across video frames using ByteTrack.
Tracker
Enterprise
Premium
Premium
GPT-4 with Vision
GPT-4 with Vision is a type of LMM.
Model
Enterprise
Premium
Basic
CogVLM
CogVLM is a type of LMM.
Model
Enterprise
Premium
Basic
YOLOv8 Classification
YOLOv8 Classification is a type of Roboflow Classification Model.
Model
Enterprise
Premium
Basic
YOLOv8 Keypoint Detection
YOLOv8 Keypoint Detection is a type of Roboflow Keypoint Detection Model.
Model
Enterprise
Premium
Basic
YOLOv7 Instance Segmentation
YOLOv7 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
Enterprise
Premium
Basic
YOLOv8 Instance Segmentation
YOLOv8 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
Enterprise
Premium
Basic
YOLOv5 Instance Segmentation
YOLOv5 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
Enterprise
Premium
Basic
YOLOv5
YOLOv5 is a type of Roboflow Object Detection Model.
Model
Enterprise
Premium
Basic
YOLO-NAS
YOLO-NAS is a type of Roboflow Object Detection Model.
Model
Enterprise
Premium
Basic
YOLOv9
YOLOv9 is a type of Roboflow Object Detection Model.
Model
Enterprise
Premium
Basic
YOLOv8
YOLOv8 is a type of Roboflow Object Detection Model.
Model
Enterprise
Premium
Basic
Relative Static Crop
Use relative coordinates for cropping.
Transformation
Enterprise
Premium
Basic
Detection Offset
Apply a fixed offset on the width and height of detections.
Transformation
Enterprise
Premium
Basic
Detection Filter
Filter predictions from detection models based on defined conditions.
Transformation
Enterprise
Premium
Basic
Crop
Create dynamic crops from a detections model.
Transformation
Enterprise
Premium
Basic
Absolute Static Crop
Use absolute coordinates for cropping.
Transformation
Enterprise
Premium
Basic
Active Learning Data Collector
Collect data and predictions that flow through workflows for use in active learning.
Sink
Enterprise
Premium
Basic
QR Code Detector
Detect the location of QR codes in an image.
Model
Enterprise
Premium
Basic
Barcode Detector
Run Optical Character Recognition on a model.
Model
Enterprise
Premium
Basic
Roboflow Object Detection Model
Detect objects using an object detection model.
Model
Enterprise
Premium
Basic
Roboflow Multi Label Classification Model
Run a multi-label classification model.
Model
Enterprise
Premium
Basic
Roboflow Classification Model
Run a classification model.
Model
Enterprise
Premium
Basic
Roboflow Keypoint Detection Model
Run inference on a keypoint detection model.
Model
Enterprise
Premium
Basic
Roboflow Instance Segmentation Model
Run an instance segmentation model.
Model
Enterprise
Premium
Basic
Yolo World Model
Run a zero-shot object detection model.
Model
Enterprise
Premium
Basic
OCR Model
Run Optical Character Recognition on a model.
Model
Enterprise
Premium
Basic
LMM For Classification
Run a large language model for classification.
Model
Enterprise
Premium
Basic
LMM
Run a large language model.
Model
Enterprise
Premium
Basic
Clip Comparison
Compare CLIP image and text embeddings.
Model
Enterprise
Premium
Basic
Detections Consensus
Combine predictions from multiple detections models to make a decision about object presence.
Fusion
Enterprise
Premium
Basic
Condition
Control the flow of a workflow based on the result of a step.
Flow Control
Enterprise
Premium
Basic
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