> ## Documentation Index
> Fetch the complete documentation index at: https://mintlify.com/cvat-ai/cvat/llms.txt
> Use this file to discover all available pages before exploring further.

# Integrations Overview

> Connect CVAT with external tools and services to enhance your annotation workflow

## Overview

CVAT supports various integrations with external tools and services to enhance your computer vision annotation workflow. These integrations allow you to leverage pre-trained models, export datasets to other platforms, and set up automated workflows.

## Available Integrations

<CardGroup cols={2}>
  <Card title="Roboflow" icon="cube" href="/integrations/roboflow">
    Deploy and use Roboflow Universe models directly in CVAT for automatic annotation.
  </Card>

  <Card title="Hugging Face" icon="face-smile" href="/integrations/huggingface">
    Integrate Hugging Face models for object detection and segmentation tasks.
  </Card>

  <Card title="FiftyOne" icon="chart-simple" href="/integrations/fiftyone">
    Visualize, explore, and curate your CVAT datasets using FiftyOne.
  </Card>

  <Card title="Webhooks" icon="webhook" href="/integrations/webhooks">
    Set up webhooks to receive real-time notifications about CVAT events.
  </Card>
</CardGroup>

## Integration Types

### Model Integrations

CVAT's model integrations allow you to use pre-trained models from popular machine learning platforms:

* **Roboflow**: Access 50,000+ pre-trained models from Roboflow Universe
* **Hugging Face**: Leverage state-of-the-art models from the Hugging Face Hub

These integrations enable automatic annotation, significantly speeding up your labeling workflow.

<Note>
  Model integrations (Roboflow and Hugging Face) are currently available only for CVAT Cloud users. Self-hosted installations can use serverless functions for custom models.
</Note>

### Dataset Integrations

* **FiftyOne**: A powerful open-source tool for dataset curation and analysis that integrates seamlessly with CVAT for annotation and label refinement workflows

### Event Integrations

* **Webhooks**: Configure webhooks to receive HTTP callbacks when events occur in CVAT, enabling custom automation and notifications

## Cloud vs Self-Hosted

Integration availability varies between CVAT Cloud and self-hosted installations:

| Integration  | CVAT Cloud | Self-Hosted     |
| ------------ | ---------- | --------------- |
| Roboflow     | ✓          | Enterprise only |
| Hugging Face | ✓          | Enterprise only |
| FiftyOne     | ✓          | ✓               |
| Webhooks     | ✓          | ✓               |

<Info>
  Self-hosted Enterprise users get access to Roboflow and Hugging Face integrations, along with SSO, LDAP, and advanced analytics. [Learn more about Enterprise](https://www.cvat.ai/pricing/on-prem).
</Info>

## Getting Started

To start using integrations:

1. **For Cloud users**: Integrations are available directly in your CVAT Cloud account
2. **For Self-hosted users**: Check the specific integration documentation for setup instructions
3. **For Enterprise users**: Contact the CVAT team for Enterprise feature activation

## Support and Resources

* [CVAT Documentation](https://docs.cvat.ai)
* [Community Forum](https://github.com/cvat-ai/cvat/discussions)
* [Discord Community](https://discord.gg/fNR3eXfk6C)
* [Enterprise Support](https://www.cvat.ai/contact-us/enterprise)