Workflows
YOLOv8 Classification to YOLOv8 Keypoint Detection

Connect YOLOv8 Classification with YOLOv8 Keypoint Detection

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

YOLOv8 Classification

YOLOv8 Classification is a type of Roboflow Classification Model.
Use YOLOv8 Classification in the Roboflow Classification Model Roboflow Workflows block.
YOLOv8 Keypoint Detection

YOLOv8 Keypoint Detection

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

Deploy Workflows with a Hosted API or on the Edge

Use workflows with YOLOv8 Classification and YOLOv8 Keypoint Detection 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.
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Explore Popular Combinations

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Model
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YOLOv8 Keypoint Detection to Active Learning Data Collector

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

Build a computer vision workflow that connects YOLOv8 Classification to Active Learning Data Collector.
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YOLOv8 Keypoint Detection to Kafka Publish

Build a computer vision workflow that connects YOLOv8 Keypoint Detection to Kafka Publish.
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YOLOv8 Classification to Azure Sink

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

Build a computer vision workflow that connects YOLOv8 Classification to Webhook Publish.
Model
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YOLOv8 Keypoint Detection to CSV Sink

Build a computer vision workflow that connects YOLOv8 Keypoint Detection to CSV Sink.

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.
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