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).
Project description
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
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
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.
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distribution
Hashes for napari_aideveloper-0.0.3-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 21e677f262d4422bbcf766df1aed1ddbdef73e2faf1b7c0666452a146ac88cc6 |
|
MD5 | b9b59cc8e2420e1420048b15e6efe00f |
|
BLAKE2b-256 | 1b6750f81e8d1ed8cda134974c19ead9090e4e267c85390430d132b630fcf99b |