Workflows
YOLOv8 to YOLOv5

Connect YOLOv8 with YOLOv5

Build a multi-stage computer vision pipeline by connecting YOLOv8 with YOLOv5 and deploy a production application in minutes.
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YOLOv8

YOLOv8

YOLOv8 is a type of Roboflow Object Detection Model.
Use YOLOv8 in the Roboflow Object Detection Model Roboflow Workflows block.
YOLOv5

YOLOv5

YOLOv5 is a type of Roboflow Object Detection Model.
Use YOLOv5 in the Roboflow Object Detection Model Roboflow Workflows block.

Deploy Workflows with a Hosted API or on the Edge

Use workflows with YOLOv8 and YOLOv5 in production

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.
Get Started

Explore Popular Combinations

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Model
Sink

YOLOv5 to Active Learning Data Collector

Build a computer vision workflow that connects YOLOv5 to Active Learning Data Collector.
Model
Sink

YOLOv8 to Active Learning Data Collector

Build a computer vision workflow that connects YOLOv8 to Active Learning Data Collector.
Model
Notifications

YOLOv5 to SMS

Build a computer vision workflow that connects YOLOv5 to SMS.
Model
Sink

YOLOv8 to MQTT Publisher

Build a computer vision workflow that connects YOLOv8 to MQTT Publisher.
Model
Utility

YOLOv5 to S3 Upload

Build a computer vision workflow that connects YOLOv5 to S3 Upload.
Model
Transformation

YOLOv8 to Kafka Publish

Build a computer vision workflow that connects YOLOv8 to Kafka Publish.

How to Build a Workflow

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

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