Connect YOLOv5 with YOLOv8 Classification

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

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YOLOv5

YOLOv5 is a type of Roboflow Object Detection Model.

Use YOLOv5 in the Roboflow Object Detection Model Roboflow Workflows block.

YOLOv8 Classification

YOLOv8 Classification is a type of Roboflow Classification Model.

Use YOLOv8 Classification in the Roboflow Classification Model Roboflow Workflows block.

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Use workflows with YOLOv5 and YOLOv8 Classification 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.

Explore Popular Combinations

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YOLOv5 to Active Learning Data Collector

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

YOLOv8 Classification to Active Learning Data Collector

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

YOLOv5 to SMS

Build a computer vision workflow that connects YOLOv5 to SMS.

YOLOv8 Classification to Azure Sink

Build a computer vision workflow that connects YOLOv8 Classification to Azure Sink.

YOLOv8 Classification to Webhook Publish

Build a computer vision workflow that connects YOLOv8 Classification to Webhook Publish.

YOLOv5 to S3 Upload

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

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.

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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.

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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.

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