Metadata-Version: 2.1
Name: pssr
Version: 1.0.0
Summary: Point-Scanning Super-Resolution
Home-page: https://github.com/Hayden-Stites/TMBot
License: MIT
Author: Hayden Stites
Requires-Python: >=3.11,<4.0
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Image Processing
Requires-Dist: czifile (>=2019.7.2,<2020.0.0)
Requires-Dist: numpy (>=1.26.4,<2.0.0)
Requires-Dist: opencv-python (>=4.9.0.80,<5.0.0.0)
Requires-Dist: pillow (>=10.2.0,<11.0.0)
Requires-Dist: pytorch-msssim (>=1.0.0,<2.0.0)
Requires-Dist: scikit-image (>=0.23.1,<0.24.0)
Requires-Dist: scikit-optimize (>=0.9.0,<0.10.0)
Requires-Dist: torch (>=2.0.0,<3.0.0)
Requires-Dist: tqdm (>=4.66.2,<5.0.0)
Project-URL: Documentation, https://haydenstites.github.io/PSSR/
Project-URL: Repository, https://github.com/Hayden-Stites/TMBot
Description-Content-Type: text/x-rst

Point-Scanning Super-Resolution (**PSSR**)
===========================================

**PSSR** is a standardized `PyTorch <https://pytorch.org/>`_ workflow for super-resolution tasks using microscopy images.
This is the official reimplementation of the methods described in the original paper: `Deep learning-based point-scanning super-resolution imaging <https://www.nature.com/articles/s41592-021-01080-z>`_,
containing various improvements and new features.

The **PSSR** User Guide and full API Reference is available in the `PSSR Documentation <https://haydenstites.github.io/PSSR>`_.

If you have never used **PSSR** before, `Getting Started <https://haydenstites.github.io/PSSR/guide/start.html>`_ outlines installation and basic usage.
Full reference and explanations of all **PSSR** tools is available in `API Reference <https://haydenstites.github.io/PSSR/reference/api.html>`_.

The package is still in development. All code can be found here.
If you experience any bugs, unexpected behaviors, or have any suggestions, make sure to `open a ticket <https://github.com/haydenstites/PSSR/issues>`_.

