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Stardist_Notebooks

Jupyter notebooks to train Stardist models

Conda envs (to create conda env : conda create -n myenv --file package-list.txt)

stardist.txt env for training notebook stardist_export_TF1.txt env for saving model to tensorflow 1 version compatible with stardis

Notebooks

training : (run the script in stardist conda env) data.ipynb loading images training and validations training.ipynb training model prediction.ipynb test model

Export model (run the script in stardist_export_TF1 conda env) exportTf1Model.py to use run the script in stardist_export_TF1 conda env

Models

pmls2 model for pml fociRNA_1.0/1 model trained on RNA scope (Selimi team) fociRNA_1.2 model trained with a mix RNA scope / PML

Fiji plugin

stardist_Foci_extport Export foci detection to roi manager file

Dependencies

  • Stardist conda environment

Version history

Version 1 released on January 5, 2023.

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Jupyter notebooks to train Stardist models

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