napari AIDeveloper

napari_aideveloper is a napari-plugin derived from AIDeveloper that allows you to train, evaluate, and apply deep neural nets for image classification within a graphical user-interface (GUI).

Installation¶

You can install napari-aideveloper via pip:

pip install napari-aideveloper

Introduction¶

Main functions¶

• Build
• History

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Build¶

1. Load data¶

Drag and drop your data in .rtdc (HDF5) format into the file table and set the class and training/validation.

2. Choose Neural Networks¶

3. Set model storage path¶

4. Start fitting¶

Preview image¶

Image augmentation¶

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History¶

1. Load meta data¶

2. Check model details¶

3. Rolling median & Linear fit¶

Contributing¶

Contributions are very welcome. You can submit your pull request on GitHub. Tests can be run with tox, please ensure the coverage at least stays the same before you submit a pull request.

License¶

Distributed under the terms of the BSD-3 license, "napari-aideveloper" is free and open source software

Issues¶

If you encounter any problems, please file an issue along with a detailed description.

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