napari-aideveloper 0.0.4

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

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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This napari plugin was generated with Cookiecutter using @napari's cookiecutter-napari-plugin template.