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Enterprise

Use Prediction Alarm to Build Computer Vision Pipelines and Applications

Connect Prediction Alarm to other blocks to build a custom workflow.

Build a Workflow

16,000+ organizations build with Roboflow

Filter

AWS Secrets Retriever

Byte Tracker

Detection Offset

Detection Filter

Roboflow Object Detection Model

Roboflow Keypoint Detection Model

Roboflow Instance Segmentation Model

Yolo World Model

LMM

Detections Consensus

Prediction Alarm

Monitor and trigger an alarm if the count of specified prediction classes within a defined timeframe exceeds a set threshold.

Build a Custom Vision AI Application

Connect pre-trained models, open source models, LLM APIs, advanced logic, and external applications. Deploy as an API endpoint, on-prem, or at the edge.

Workflow Templates

Explore pre-made templates for specific use cases.

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Explore Popular Combinations Using Prediction Alarm

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How to Build a Workflow

Learn how to use a low-code open source platform to simplify building and deploying vision AI applications.

Choose a Block

Choose from 40+ pre-built blocks that let you use custom models, open source models, LLM APIs, pre-built logic, and external applications. Blocks can be models from OpenAI or Meta AI, applications like Google Sheets or Pager Duty, and logic like filtering or cropping.

Connect Blocks

Each block can receive inputs, execute code, and send outputs to the next block in your Workflow. You can use the drag-and-drop UI to configure connections and see the JSON definitions of what’s happening behind the scenes.

Deploy Workflows

You’ll receive an output of the final result from your Workflow and the format you want it delivered in, like JSON. Once your Workflow produces sufficient results, you can use the Workflow as a hosted API endpoint or self-host in your own cloud, on-prem, or at the edge.

Find Other Blocks in the Transformation Category

Non Empty Predictions Tagger

Tag batches of images with boolean flags indicating the presence or absence of predictions for various detection types.

Transformation

Filter

Conditionally filter and output data fields based on boolean conditions from a preceding workflow step.

Transformation

Kafka Publish

Publish data to a Kafka topic, with server connection and topic configuration, ensuring data propagation within distributed systems.

Transformation

AWS Secrets Retriever

Retrieve and manage secrets from AWS Secrets Manager for use in workflow automation.

Transformation

Random Sampler

Randomly sample images based on a specified percentage, triggering actions for selected images within workflow processes.

Transformation

Relative Static Crop

Use relative coordinates for cropping.

Transformation

Detection Offset

Apply a fixed offset on the width and height of detections.

Transformation

Detection Filter

Filter predictions from detection models based on defined conditions.

Transformation

Crop

Create dynamic crops from a detections model.

Transformation

Absolute Static Crop

Use absolute coordinates for cropping.

Transformation

Deploy Workflows at Scale

Roboflow powers millions of daily inferences for the world’s largest enterprises on-device and in the cloud

Deploy your Workflows directly on fully managed infrastructure through an infinitely-scalable API endpoint for high volume workloads

Run Workflows on-device, internet connection optional, without the headache of environment management, dependencies, and managing CUDA versions.

Isolate dependencies in your software by using the Python SDK or HTTP API to operate and maintain your Workflows separate from other logic within your codebase

Supported devices include ARM CPU, x86 CPU, NVIDIA GPU, and NVIDIA Jetson

Customize Your Pipeline

Connect models from OpenAI or Meta AI, applications like Slack or Pager Duty, and logic like filtering or cropping.

View All Blocks