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ZELDA: a 3D Image Segmentation and Parent-Child relation plugin for microscopy image analysis in napari

Project description

napari-zelda

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ZELDA: a 3D Image Segmentation and Parent-Child relation plugin for microscopy image analysis in napari

Authors: Rocco D'Antuono, Giuseppina Pisignano

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

What you can do with ZELDA plugin for napari

  1. Segment objects such as cells and organelles in 2D/3D.

  2. Segment two populations in 2D/3D (e.g. cells and organelles, nuclei and nuclear spots, tissue structures and cells) establishing the "Parent-Child" relation: count how many mitochondria are contained in each cell, how many spots localize in every nucleus, how many cells are within a tissue compartment.

Example: cell cytoplasms (parent objects) and mitochondria (child objects)


Actin

Mitochondria

Merge

Parent cell cytoplasms

Children mitochondria

Children labelled by Parents
  1. Plot results within napari interface.


    Histogram

    Scatterplot
  2. Customize an image analysis workflow in graphical mode (no scripting knowledge required).
    Custom image analysis workflow | ------ |

Installation

Option A. You can install napari-zelda via pip. For the best experience, create a conda environment and use napari!=0.4.11, using the following instructions:

conda create -y -n napari-env python==3.8  
conda activate napari-env  
pip install "napari[all]"  
pip install napari!=0.4.11  
pip install napari-zelda  

Option B. Alternatively, clone the repository and install locally via pip:

pip install -e .

Option C. Another option is to use the napari interface to install it (make sure napari!=0.4.11):

  1. Plugins / Install/Uninstall Package(s)

  2. Choose ZELDA

  3. ZELDA is installed

  4. Launch ZELDA

Contributing

Contributions are welcome. 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-zelda" is free and open source software

Issues

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

Project details


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Source Distribution

napari-zelda-0.1.4.tar.gz (578.6 kB view hashes)

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