https://github.com/casus/pyres
Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: nature.com -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.6%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: casus
- License: mit
- Language: Python
- Default Branch: main
- Size: 101 KB
Statistics
- Stars: 2
- Watchers: 5
- Forks: 0
- Open Issues: 0
- Releases: 1
Metadata Files
README.md
PyRes
Python Package to calculate image resolution using decorrelation analysis
How to cite us
Li, R., Della Maggiora, G., Andriasyan, V., Petkidis, A., Yushkevich, A., Deshpande, N., ... & Yakimovich, A. (2024). Microscopy image reconstruction with physics-informed denoising diffusion probabilistic model. Communications Engineering, 3(1), 186.
@article{li2024microscopy,
title={Microscopy image reconstruction with physics-informed denoising diffusion probabilistic model},
author={Li, Rui and Della Maggiora, Gabriel and Andriasyan, Vardan and Petkidis, Anthony and Yushkevich, Artsemi and Deshpande, Nikita and Kudryashev, Mikhail and Yakimovich, Artur},
journal={Communications Engineering},
volume={3},
number={1},
pages={186},
year={2024},
publisher={Nature Publishing Group UK London}
}
Installation
bash
pip install https://github.com/casus/pyres.git
To try out the examples and understand the usage of PyRes
Clone the repository and run the following commands
bash
git clone https://github.com/casus/pyres.git
bash
cd examples
python
python main_imageDecorr.py
Note:
Please check for the updated version of the package before using it. The package is still under development and the API might change in the future.
About the package
This is a python package to calculate the resolution of an image using decorrelation analysis. The package is based on the paper at https://www.nature.com/articles/s41592-019-0515-7 and the code is based on the MATLAB implementation of the paper by https://github.com/Ades91/ImDecorr
Owner
- Name: Center for Advanced Systems Understanding
- Login: casus
- Kind: organization
- Email: m.bussmann@hzdr.de
- Location: Görlitz, Germany
- Website: www.casus.science
- Repositories: 8
- Profile: https://github.com/casus
Official Github Organization account of the Center for Advanced Systems Understanding
GitHub Events
Total
- Watch event: 1
- Push event: 1
Last Year
- Watch event: 1
- Push event: 1