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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).


You can install napari-aideveloper via pip:

pip install napari-aideveloper


1. Load data

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

2. Choose Neural Networks

alt Load_data

3. Set model storage path

alt Load_data

4. Start fitting

alt Load_data alt Load_data

Preview image

alt Load_data

Image augmentation

alt Load_data


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.


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


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

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


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