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napari-aideveloper

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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

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


History

1. Load meta data

alt Load_data

2. Check model details

alt Load_data

3. Rolling median & Linear fit

alt Load_data

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.


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

Release files for napari-aideveloper 0.0.4

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

File added late

1 file was uploaded more than 14 days after the first file in this release.

While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.

We recommend inspecting the release files before installing.

Source distribution (sdist)

Source distribution for napari-aideveloper 0.0.4
File Size Uploaded
napari-aideveloper-0.0.4.tar.gz 68.2 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for napari-aideveloper 0.0.4
File Interpreter ABI Platform
napari_aideveloper-0.0.4-py3-none-any.whl Python 3 none any Details

Total release size: 68.4 MB

Release files / napari-aideveloper-0.0.4.tar.gz

File added late

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While project maintainers occasionally add legitimate files to an existing release, late additions can also indicate a security compromise.

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Download URL napari-aideveloper-0.0.4.tar.gz
Size 68.2 MB
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Release files / napari_aideveloper-0.0.4-py3-none-any.whl

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Size 248.9 kB
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