{"name":"pssr","display_name":"pssr","visibility":"public","icon":"","categories":[],"schema_version":"0.2.0","on_activate":null,"on_deactivate":null,"contributions":{"commands":[{"id":"pssr.napari.train","title":"Open Train Widget","python_name":"pssr.napari:TrainWidget","short_title":null,"category":null,"icon":null,"enablement":null},{"id":"pssr.napari.predict","title":"Open Predict Widget","python_name":"pssr.napari:PredictWidget","short_title":null,"category":null,"icon":null,"enablement":null}],"readers":null,"writers":null,"widgets":[{"command":"pssr.napari.train","display_name":"Train Model","autogenerate":false},{"command":"pssr.napari.predict","display_name":"Predict Images","autogenerate":false}],"sample_data":null,"themes":null,"menus":{},"submenus":null,"keybindings":null,"configuration":[]},"package_metadata":{"metadata_version":"2.1","name":"pssr","version":"2.0.0","dynamic":null,"platform":null,"supported_platform":null,"summary":"Point-Scanning Super-Resolution","description":"# Point-Scanning Super-Resolution (**PSSR**)\n\n**PSSR** is a standardized [PyTorch](https://pytorch.org)-based workflow for super-resolution tasks using microscopy images.\nThis 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),\ncontaining various improvements and new features.\n\nThe **PSSR** User Guide and full API Reference is available in the [PSSR Documentation](https://ucsdmanorlab.github.io/PSSR).\n\nIf you have never used **PSSR** before, [Getting Started](https://ucsdmanorlab.github.io/PSSR/guide/start.html) outlines installation and basic usage.\nFull reference and explanations of all **PSSR** tools is available in [API Reference](https://ucsdmanorlab.github.io/PSSR/reference/api.html).\n\nThis package is under continuous development. All code can be found at [https://github.com/ucsdmanorlab/PSSR](https://github.com/ucsdmanorlab/PSSR).\nIf you experience any bugs, unexpected behaviors, or have any suggestions, make sure to [open a ticket](https://github.com/ucsdmanorlab/PSSR/issues).\n\n","description_content_type":"text/markdown","keywords":null,"home_page":"https://github.com/ucsdmanorlab/PSSR","download_url":null,"author":"Hayden Stites","author_email":null,"maintainer":null,"maintainer_email":null,"license":"MIT","classifier":["Development Status :: 5 - Production/Stable","Environment :: GPU :: NVIDIA CUDA","Framework :: napari","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python :: 3","Programming Language :: Python :: 3.9","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Topic :: Documentation :: Sphinx","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Scientific/Engineering :: Image Processing"],"requires_dist":["czifile (>=2019.7.2,<2020.0.0)","napari (>=0.4.13,<0.5.0) ; extra == \"napari\"","numpy (>=1.22.4,<2.0.0)","pillow (>=9.1.0)","psutil (>=5.0.0)","pytorch-msssim (>=1.0.0,<2.0.0)","scikit-image (>=0.18.0)","scikit-optimize (>=0.9.0)","tifffile (>=2019.7.26)","timm (>=0.8.0)","torch (>=1.11.0)","tqdm (>=4.0.0,<5.0.0)"],"requires_python":">=3.9,<4.0","requires_external":null,"project_url":["Documentation, https://ucsdmanorlab.github.io/PSSR/","Repository, https://github.com/ucsdmanorlab/PSSR"],"provides_extra":["napari"],"provides_dist":null,"obsoletes_dist":null},"npe1_shim":false}