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tensorflow-caney\n\nPython package for lots of TensorFlow tools.\n\n[![DOI](https://zenodo.org/badge/471512673.svg)](https://zenodo.org/badge/latestdoi/471512673)\n[![CI Workflow](https://github.com/nasa-nccs-hpda/tensorflow-caney/actions/workflows/ci.yml/badge.svg)\n![CI to DockerHub](https://github.com/nasa-nccs-hpda/tensorflow-caney/actions/workflows/dockerhub.yml/badge.svg)\n![CI to DockerHub Dev](https://github.com/nasa-nccs-hpda/tensorflow-caney/actions/workflows/dockerhub-dev.yml/badge.svg)\n![Code style: PEP8](https://github.com/nasa-nccs-hpda/tensorflow-caney/actions/workflows/lint.yml/badge.svg)\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n[![Coverage Status](https://coveralls.io/repos/github/nasa-nccs-hpda/tensorflow-caney/badge.svg?branch=main)](https://coveralls.io/github/nasa-nccs-hpda/tensorflow-caney?branch=main)\n\n## Documentation\n\n- Latest: https://nasa-nccs-hpda.github.io/tensorflow-caney\n\n## Objectives\n\n- Library to process remote sensing imagery using GPU and CPU parallelization.\n- Machine Learning and Deep Learning image classification and regression.\n- Agnostic array and vector-like data structures.\n- User interface environments via Notebooks for easy to use AI/ML projects.\n- Example notebooks for quick AI/ML start with your own data.\n\n## Installation\n\nThe following library is intended to be used to accelerate the development of data science products\nfor remote sensing satellite imagery, or any other applications. tensorflow-caney can be installed\nby itself, but instructions for installing the full environments are listed under the requirements\ndirectory so projects, examples, and notebooks can be run.\n\nNote: PIP installations do not include CUDA libraries for GPU support. Make sure NVIDIA libraries\nare installed locally in the system if not using conda/mamba.\n\n### Production Container\n\n```bash\nmodule load singularity\nsingularity build --sandbox /lscratch/$USER/container/tensorflow-caney docker://nasanccs/tensorflow-caney:latest\n```\n\n## Development Container\n\n```bash\nmodule load singularity\nsingularity build --sandbox /lscratch/$USER/container/tensorflow-caney docker://nasanccs/tensorflow-caney:dev\n```\n\n## Why Caney?\n\n\"Caney\" means longhouse in Taíno.\n\n## Contributors\n\n- Jordan Alexis Caraballo-Vega, jordan.a.caraballo-vega@nasa.gov\n- Caleb Spradlin, caleb.s.spradlin@nasa.gov\n\n## Contributing\n\nPlease see our [guide for contributing to tensorflow-caney](CONTRIBUTING.md).\n\n## References\n\n- [TensorFlow Advanced Segmentation Models](https://github.com/JanMarcelKezmann/TensorFlow-Advanced-Segmentation-Models)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnasa-nccs-hpda%2Ftensorflow-caney","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnasa-nccs-hpda%2Ftensorflow-caney","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnasa-nccs-hpda%2Ftensorflow-caney/lists"}