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Version](https://img.shields.io/pypi/v/ngff-zarr.svg)](https://pypi.org/project/ngff-zarr)\n[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/ngff-zarr.svg)](https://pypi.org/project/ngff-zarr)\n[![Test](https://github.com/thewtex/ngff-zarr/actions/workflows/pixi-test.yml/badge.svg)](https://github.com/thewtex/ngff-zarr/actions/workflows/pixi-test.yml)\n[![DOI](https://zenodo.org/badge/541840158.svg)](https://zenodo.org/badge/latestdoi/541840158)\n[![Documentation Status](https://readthedocs.org/projects/ngff-zarr/badge/?version=latest)](https://ngff-zarr.readthedocs.io/en/latest/?badge=latest)\n\n---\n\nA lean and kind\n[Open Microscopy Environment (OME) Next Generation File Format (NGFF) Zarr](https://ngff.openmicroscopy.org)\nimplementation.\n\n## ✨ Features\n\n- Minimal dependencies\n- Work with arbitrary Zarr store types\n- Lazy, parallel, and web ready -- no local filesystem required\n- Process extremely large datasets\n- Conversion of most bioimaging file formats\n- Multiple downscaling methods\n- Supports Python\u003e=3.9\n- Reads OME-Zarr v0.1 to v0.5 into simple Python data classes with Dask arrays\n- Optional OME-Zarr data model validation during reading\n- Writes OME-Zarr v0.4 to v0.5\n- Optional writing via [tensorstore](https://google.github.io/tensorstore/)\n\n## Documentation\n\nMore information an command line usage, the Python API, library features, and\nhow to contribute can be found in\n[our documentation](https://ngff-zarr.readthedocs.io/).\n\n## See also\n\n- [ome-zarr-py](https://github.com/ome/ome-zarr-py)\n- [multiscale-spatial-image](https://github.com/spatial-image/multiscale-spatial-image)\n- [itk-ioomezarrngff](https://github.com/InsightSoftwareConsortium/ITKIOOMEZarrNGFF)\n- [iohub](https://czbiohub-sf.github.io/iohub/)\n- [pydantic-ome-ngff](https://janeliascicomp.github.io/pydantic-ome-ngff/)\n- [aicsimageio](https://allencellmodeling.github.io/aicsimageio/)\n- [bfio](https://bfio.readthedocs.io/)\n\n## License\n\n`ngff-zarr` is distributed under the terms of the\n[MIT](https://spdx.org/licenses/MIT.html) license.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthewtex%2Fngff-zarr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthewtex%2Fngff-zarr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthewtex%2Fngff-zarr/lists"}