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[](https://docs.onepanel.io)
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[](https://github.com/onepanelio/core/issues)
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[](https://join.slack.com/t/onepanel-ce/shared_invite/zt-eyjnwec0-nLaHhjif9Y~gA05KuX6AUg)
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[](http://landscape.lfai.foundation/selected=onepanel)
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[](https://opensource.org/licenses/Apache-2.0)
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Production scale vision AI platform with fully integrated modules for model building, automated labeling, data processing, model training and hyperparameter tuning.
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Production grade, end-to-end vision AI platform with fully integrated modules for model building, automated labeling, data processing, model training and hyperparameter tuning.
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<img width="100%" src="img/onepanel.gif">
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- Customizable, reproducible and version controlled tooling and pipeline templates
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- Scalability, flexibility and resiliency of Kubernetes without the complexities
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Onepanel can be found on [LF AI Landscape](http://landscape.lfai.foundation/selected=onepanel)
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## Features
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- Iteratively annotate, train and automatically annotate with bounding boxes and polygon masks.
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- Easily add hyperparameter tuning to any training pipeline, snapshotting best metrics, parameters and model.
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- Build reproducible, distributed and parallel data and training pipelines with realtime logs and output snapshots.
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- Bring your own IDEs, tools and pipelines with a version controlled YAML and Docker based template engine.
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- Track and visualize metrics and experiments with TensorBoard, NNI UI or bring your own tool.
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- Further extend and automate your pipelines with a powerful [Python SDK](https://github.com/onepanelio/python-sdk).
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- Programmatically execute and define your pipelines with a powerful [Python SDK](https://github.com/onepanelio/python-sdk).
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## Online demo
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We have created an [online demo](https://onepanel.typeform.com/to/kQfDX5Vf?product=github) so that you can get a feel for some of Onepanel's features.
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