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Update support options
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README.md
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README.md
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[](https://pypi.org/project/onepanel-sdk/)
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[](https://pypi.org/project/onepanel-sdk/)
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[](https://docs.onepanel.io)
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[](https://docs.onepanel.io)
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[](https://github.com/onepanelio/core/issues)
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[](https://github.com/onepanelio/core/issues)
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[](https://github.com/onepanelio/core/discussions)
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[](https://join.slack.com/t/onepanel-ce/shared_invite/zt-eyjnwec0-nLaHhjif9Y~gA05KuX6AUg)
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[](https://opensource.org/licenses/Apache-2.0)
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[](https://opensource.org/licenses/Apache-2.0)
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Production scale vision AI platform with fully integrated components for model building, automated labeling, data processing and model training pipelines.
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Production scale vision AI platform with fully integrated components for model building, automated labeling, data processing and model training pipelines.
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@@ -22,8 +22,8 @@ Production scale vision AI platform with fully integrated components for model b
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- Scalability, flexibility and resiliency of Kubernetes without the deployment and configuration complexities
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- Scalability, flexibility and resiliency of Kubernetes without the deployment and configuration complexities
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## Features
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## Features
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- Annotate images and video with automatic annotation of bounding boxes and polygon masks, integrated with training pipelines to iteratively improve models for pre-annotation and inference.
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- Annotate images and video with automatic annotation of bounding boxes and polygon masks, fully integrated with data processing and training pipelines.
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- JupyterLab configured with extensions for debugging, Git/GitHub, notebook diffing and TensorBoard and support for Conda, OpenCV, Tensorflow and PyTorch with GPU and <a href="https://github.com/onepanelio/templates/tree/master/workspaces/jupyterlab">much more</a>.
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- JupyterLab configured with extensions for TensorBoard, Git/GitHub, debugging, notebook diffing and support for Conda, OpenCV, Tensorflow and PyTorch with GPU.
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- Build fully reproducible, distributed and parallel data processing and training pipelines with real-time logs and output snapshots.
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- Build fully reproducible, distributed and parallel data processing and training pipelines with real-time logs and output snapshots.
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- Bring your own IDEs, annotation tools and pipelines with a version controlled YAML and Docker based template engine.
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- Bring your own IDEs, annotation tools and pipelines with a version controlled YAML and Docker based template engine.
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- Track and visualize model metrics and experiments with TensorBoard or bring your own experiment tracking tools.
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- Track and visualize model metrics and experiments with TensorBoard or bring your own experiment tracking tools.
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@@ -51,7 +51,7 @@ See [documentation](https://docs.onepanel.ai) to get started or for more detaile
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To submit a feature request, report a bug or documentation issue, please open a GitHub [pull request](https://github.com/onepanelio/core/pulls) or [issue](https://github.com/onepanelio/core/issues).
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To submit a feature request, report a bug or documentation issue, please open a GitHub [pull request](https://github.com/onepanelio/core/pulls) or [issue](https://github.com/onepanelio/core/issues).
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For help, questions, release announcements and contribution discussions, join us on [GitHub discussions](https://github.com/onepanelio/core/discussions).
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For help, questions, release announcements and contribution discussions, join us on [Slack](https://join.slack.com/t/onepanel-ce/shared_invite/zt-eyjnwec0-nLaHhjif9Y~gA05KuX6AUg) or [GitHub discussions](https://github.com/onepanelio/core/discussions).
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## Contributing
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## Contributing
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@@ -74,8 +74,8 @@ Onepanel seamlessly integrates the following excellent open source projects. We
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[Argo](https://github.com/argoproj/argo)\
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[Argo](https://github.com/argoproj/argo)\
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[CVAT](https://github.com/opencv/cvat)\
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[CVAT](https://github.com/opencv/cvat)\
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[JupyterLab](https://github.com/jupyterlab/jupyterlab)
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[JupyterLab](https://github.com/jupyterlab/jupyterlab)\
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[NNI](https://github.com/microsoft/nni)
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## License
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## License
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Onepanel is licensed under [Apache 2.0](https://github.com/onepanelio/core/blob/master/LICENSE).
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Onepanel is licensed under [Apache 2.0](https://github.com/onepanelio/core/blob/master/LICENSE).
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