Implementation of particle tracking algorithms for 2D+t and 3D+t scientific data
Project description
STracking
STracking is a python framework to develop particles tracking pipeline. This library has been developed to track intra-cellular object in microscopy 2D+t and 3D+t images, but can be use to any spots tracking application in 2D+t and 3D+t images.
System Requirements
Software Requirements
OS Requirements
The STracking development version is tested on Windows 10, MacOS and Linux operating systems. The developmental version of the package has been tested on the following systems:
- Linux: 20.04.4
- Mac OSX: Mac OS Catalina 10.15.7
- Windows: 10
install
Library installation from PyPI
- Install an Anaconda distribution of Python -- Choose Python 3.9 and your operating system. Note you might need to use an anaconda prompt if you did not add anaconda to the path.
- Open an anaconda prompt / command prompt with
condafor python 3 in the path - Create a new environment with
conda create --name stracking python=3.9. - To activate this new environment, run
conda activate stracking - To install the
STrackinglibrary, runpython -m pip install stracking.
if you need to update to a new release, use:
python -m pip install stracking --upgrade
Library installation from source
This install is for developers or people who want the last features in the main branch.
- Install an Anaconda distribution of Python -- Choose Python 3.9 and your operating system. Note you might need to use an anaconda prompt if you did not add anaconda to the path.
- Open an anaconda prompt / command prompt with
condafor python 3 in the path - Create a new environment with
conda create --name stracking python=3.9. - To activate this new environment, run
conda activate stracking - Pull the source code from git with `git pull https://github.com/sylvainprigent/stracking.git
- Then install the
STrackinglibrary from you local dir with:python -m pip install -e ./stracking.
Use STracking with napari
The STracking library is embedded in a napari plugin that allows using STracking with a graphical interface.
Please refer to the STracking napari plugin documentation to install and use it.
STracking documentation
The full documentation with tutorial and docstring is available here
Project details
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