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An mlf-core prediction package for root tissue segmentation.

Project description

Root-Tissue-Segmentation Package

Github Workflow Build rts_package Status Github Workflow Tests Status PyPI Status Documentation Status Dependabot Enabled

Prediction package for reproducible U-Net models, trained for semantic segmentation of microscopy images of root tissue from A. thaliana (https://github.com/qbic-pipelines/root-tissue-segmentation-core/). These models are trained using the mlf-core framework and tested for reproducibility. This package can be deployed within an analysis pipeline as a module for root tissue segmentation (rts) of fluorescence microscopy images.

Package Tools

  • Prediction CLI: rts_package

Credits

This package was created with mlf-core using cookiecutter.

Changelog

This project adheres to Semantic Versioning.

1.0.0 (2021-08-10)

Added

Fixed

Dependencies

Deprecated

0.1.0 (2021-08-10)

Added

  • Created the project using mlf-core

Fixed

Dependencies

Deprecated

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