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jgraving committed Oct 9, 2019
1 parent cdfc671 commit ea94910a9d58137d54e544a04e949ad2beb3360f
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<p align="center">
<img src="https://github.com/jgraving/DeepPoseKit/blob/master/assets/deepposekit_logo.svg" height="320px">
<img src="https://github.com/jgraving/DeepPoseKit/blob/master/assets/deepposekit_logo.png" height="320px">
</p>

# You have just found DeepPoseKit.
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- **2.** [Annotate your data](https://github.com/jgraving/DeepPoseKit/blob/master/examples/step2_annotate_data.ipynb) with our built-in GUI (no Colab support)
- **3.** [Select and train a model](https://github.com/jgraving/DeepPoseKit/blob/master/examples/step3_train_model.ipynb) including our [`StackedDenseNet`](http://jakegraving.com/DeepPoseKit/html/deepposekit/models/StackedDenseNet.html) model and the [`DeepLabCut`](http://jakegraving.com/DeepPoseKit/html/deepposekit/models/DeepLabCut.html) model. <a href="https://colab.research.google.com/github/jgraving/deepposekit/blob/master/examples/step3_train_model.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
- **4.** Use the trained model to:
- a) [Initialize keypoints for unannotated data in the annotation set](https://github.com/jgraving/DeepPoseKit/blob/master/examples/step4a_initialize_annotations.ipynb) for faster annotations with *active learning*. <a href="https://colab.research.google.com/github/jgraving/deepposekit/blob/master/examples/step4a_initialize_annotations.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
- a) [Initialize keypoints for unannotated data](https://github.com/jgraving/DeepPoseKit/blob/master/examples/step4a_initialize_annotations.ipynb) for faster annotations with *active learning*. <a href="https://colab.research.google.com/github/jgraving/deepposekit/blob/master/examples/step4a_initialize_annotations.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
- b) [Predict on new data and refine the training set](https://github.com/jgraving/DeepPoseKit/blob/master/examples/step4b_predict_new_data.ipynb) to improve performance. <a href="https://colab.research.google.com/github/jgraving/deepposekit/blob/master/examples/step4b_predict_new_data.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>

## For more details:
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