image_to_pixle_params_yoloSAM/ultralytics-main/docs/en/hub/integrations.md

134 lines
7.7 KiB
Markdown
Raw Permalink Normal View History

2025-07-14 17:36:53 +08:00
---
comments: true
description: Explore seamless integrations between Ultralytics HUB and platforms like Roboflow. Learn how to import datasets, train models, and enhance your AI workflow.
keywords: Ultralytics HUB, Roboflow integration, dataset import, model training, AI, machine learning, model export, ONNX, OpenVINO
---
# Ultralytics HUB Integrations
Learn about [Ultralytics HUB](https://www.ultralytics.com/hub) integrations with various platforms and formats to streamline your [AI](https://www.ultralytics.com/glossary/artificial-intelligence-ai) workflows.
## Datasets
Seamlessly import your datasets into Ultralytics HUB for efficient [model training](../modes/train.md).
Once a dataset is imported, you can [train a model](./models.md#train-model) on it just as you would with native Ultralytics HUB datasets.
### Roboflow
You can easily filter Roboflow datasets on the Ultralytics HUB **Datasets** page.
![Ultralytics HUB screenshot of the Datasets page with Roboflow provider filter](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-datasets-page-roboflow-filter.avif)
Ultralytics HUB supports two types of integrations with Roboflow: **Universe** and **Workspace**.
#### Universe
The Roboflow Universe integration allows you to import one [dataset](https://www.ultralytics.com/glossary/benchmark-dataset) at a time into Ultralytics HUB from Roboflow.
##### Import
When exporting a Roboflow dataset, select the Ultralytics HUB format. This action redirects you to Ultralytics HUB and opens the **Dataset Import** dialog.
Import your Roboflow dataset by clicking the **Import** button.
![Ultralytics HUB screenshot of the Dataset Import dialog with an arrow pointing to the Import button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-dataset-import-dialog.avif)
Next, you can train a model on your newly imported dataset.
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Universe dataset with an arrow pointing to the Train Model button](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-universe-import-2.avif)
##### Remove
Navigate to the Dataset page of the Roboflow dataset you wish to remove. Open the dataset actions dropdown menu and click the **Remove** option.
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Universe dataset with an arrow pointing to the Remove option](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-universe-remove.avif)
??? tip
You can also remove an imported Roboflow dataset directly from the main **Datasets** page.
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Remove option of one of the Roboflow Universe datasets](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-remove-option.avif)
#### Workspace
The Roboflow Workspace integration allows you to import an entire Roboflow Workspace at once into Ultralytics HUB.
##### Import
Navigate to the **Integrations** page by clicking the **Integrations** button in the sidebar.
Enter your Roboflow Workspace private [API key](https://en.wikipedia.org/wiki/API_key) and click the **Add** button.
??? tip
Clicking the **Get my API key** button will redirect you to your Roboflow Workspace settings, where you can find your private API key.
![Ultralytics HUB screenshot of the Integrations page with an arrow pointing to the Integrations button in the sidebar and one to the Add button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-integrations-page.avif)
This connects your Ultralytics HUB account with your Roboflow Workspace, making your Roboflow datasets available within Ultralytics HUB.
![Ultralytics HUB screenshot of the Integrations page with an arrow pointing to one of the connected workspaces](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-workspace-import-2.avif)
Next, you can train a model using any of the datasets from the connected workspace.
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Workspace dataset with an arrow pointing to the Train Model button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-dataset-train-model.avif)
##### Remove
Navigate to the **Integrations** page via the sidebar. Click the **Unlink** button for the Roboflow Workspace you want to disconnect.
![Ultralytics HUB screenshot of the Integrations page with an arrow pointing to the Integrations button in the sidebar and one to the Unlink button of one of the connected workspaces](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-workspace-remove-1.avif)
??? tip
You can also unlink a connected Roboflow Workspace directly from the Dataset page of any dataset belonging to that workspace.
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Workspace dataset with an arrow pointing to the remove option](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-workspace-remove-2.avif)
??? tip
Alternatively, remove a connected Roboflow Workspace directly from the main **Datasets** page using the remove option associated with any dataset from that workspace.
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Remove option of one of the Roboflow Workspace datasets](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-remove-option.avif)
## Models
### Exports
After you train a model, you can [export it](./models.md#deploy-model) to 13 different formats using the [Export mode](../modes/export.md), including popular ones like [ONNX](https://www.ultralytics.com/glossary/onnx-open-neural-network-exchange), [OpenVINO](../integrations/openvino.md), [CoreML](../integrations/coreml.md), [TensorFlow](https://www.ultralytics.com/glossary/tensorflow), and [PaddlePaddle](../integrations/paddlepaddle.md).
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Export card and all formats exported](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-deploy-export-formats.avif)
The available export formats are detailed in the table below.
{% include "macros/export-table.md" %}
## Exciting New Features on the Way 🎉
We are continuously working to expand Ultralytics HUB's integration capabilities. Upcoming features include:
- Additional [Dataset Integrations](../datasets/index.md)
- Detailed Export Integration Guides
- Step-by-Step [Tutorials](../guides/index.md) for Each Integration
## Stay Updated 🚧
This page is your go-to resource for the latest integration updates and feature rollouts. Stay connected through:
- **Newsletter:** Subscribe to [our Ultralytics newsletter](https://www.ultralytics.com/#newsletter) for announcements, releases, and early access updates.
- **Social Media:** Follow [Ultralytics on LinkedIn](https://www.linkedin.com/company/ultralytics) for behind-the-scenes content, product news, and community highlights.
- **Blog:** Dive into the [Ultralytics AI blog](https://www.ultralytics.com/blog) for in-depth articles, tutorials, and use-case spotlights.
## We Value Your Input 🗣️
Help shape the future of Ultralytics HUB by sharing your ideas, feedback, and integration requests through our [official contact form](https://www.ultralytics.com/contact).
## Thank You, Community! 🌍
Your [contributions](../help/contributing.md) and ongoing support fuel our commitment to pushing the boundaries of [AI innovation](https://github.com/ultralytics/ultralytics). Stay tuned—exciting things are just around the corner!
---
Excited for what's coming? Bookmark this page and check out our [Quickstart Guide](https://docs.ultralytics.com/quickstart/) to get started with our current tools while you wait. Get ready for a transformative AI and ML journey with Ultralytics! 🛠️🤖