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[![docs](https://img.shields.io/github/v/release/onepanelio/core?color=01579b&label=docs)](https://docs.onepanel.io) [![docs](https://img.shields.io/github/v/release/onepanelio/core?color=01579b&label=docs)](https://docs.onepanel.io)
[![issues](https://img.shields.io/github/issues-raw/onepanelio/core?color=01579b&label=issues)](https://github.com/onepanelio/core/issues) [![issues](https://img.shields.io/github/issues-raw/onepanelio/core?color=01579b&label=issues)](https://github.com/onepanelio/core/issues)
[![chat](https://img.shields.io/badge/support-slack-01579b)](https://join.slack.com/t/onepanel-ce/shared_invite/zt-eyjnwec0-nLaHhjif9Y~gA05KuX6AUg) [![chat](https://img.shields.io/badge/support-slack-01579b)](https://join.slack.com/t/onepanel-ce/shared_invite/zt-eyjnwec0-nLaHhjif9Y~gA05KuX6AUg)
[![landscape](https://img.shields.io/badge/landscape-LFAI-01579b)](http://landscape.lfai.foundation/selected=onepanel) [![lfai](https://img.shields.io/badge/link-LFAI-01579b)](https://landscape.lfai.foundation/selected=onepanel)
[![license](https://img.shields.io/github/license/onepanelio/core?color=01579b)](https://opensource.org/licenses/Apache-2.0) [![license](https://img.shields.io/github/license/onepanelio/core?color=01579b)](https://opensource.org/licenses/Apache-2.0)
Production grade, end-to-end vision AI platform with fully integrated modules for model building, automated labeling, data processing, model training and hyperparameter tuning. Production grade, end-to-end vision AI platform with fully integrated modules for model building, automated labeling, data processing, model training and hyperparameter tuning.
@@ -24,7 +24,7 @@ Production grade, end-to-end vision AI platform with fully integrated modules fo
## Features ## Features
- Iteratively annotate, train and automatically annotate with bounding boxes and polygon masks. - Iteratively annotate, train and automatically annotate with bounding boxes and polygon masks.
- Easily add hyperparameter tuning to any training pipeline, snapshotting best metrics, parameters and model. - Easily add hyperparameter tuning to any training pipeline, saving the best metrics, parameters and model.
- JupyterLab with TensorBoard, Git, debugging, diffing, Conda, OpenCV, TensorFlow, PyTorch and GPU support. - JupyterLab with TensorBoard, Git, debugging, diffing, Conda, OpenCV, TensorFlow, PyTorch and GPU support.
- Build reproducible, distributed and parallel data and training pipelines with realtime logs and output snapshots. - Build reproducible, distributed and parallel data and training pipelines with realtime logs and output snapshots.
- Bring your own IDEs, tools and pipelines with a version controlled YAML and Docker based template engine. - Bring your own IDEs, tools and pipelines with a version controlled YAML and Docker based template engine.