Python库 | pytorch_eo-21.9.27.tar.gz

# Pytorch EO Deep Learning for Earth Observation applications and research. > ���� This project is in early development, so bugs and breaking changes are expected until we reach a stable version. ## Installation Make sure that you have the dependencies installed. ``` pip install pytorch-eo ``` ## Dependencies Pytorch EO is built on top of: - [Pytorch](https://pytorch.org/) - [Torchvision](https://pytorch.org/vision/stable/index.html) - [Pytorch-Lightning](https://www.pytorchlightning.ai/) - [Rasterio](https://rasterio.readthedocs.io/en/latest/) Do you need to learn these libraries first ? NO! You can just get started with our [examples](https://github.com/earthpulse/pytorch_eo/tree/main/examples) and [tutorials](https://github.com/earthpulse/pytorch_eo/tree/main/tutorials). However, if you plan to use Pytorch EO extensively and want to get the most out of it, you may have to become familiar with them. ## Examples Learn by doing with our [examples](https://github.com/earthpulse/pytorch_eo/tree/main/examples). ### Ready to use Datasets - [EuroSAT](https://github.com/phelber/EuroSAT) <!-- ### Build your own Datasets Using SCAN you can annotate your own data and access it directly through Pytorch EO. --> ## Research Pytorch EO can be a useful tool for research: - Flexibility: build and experiment with new models for EO applications. - Reproducibility: use same data splits and random seeds to compare with others. See the [examples](https://github.com/earthpulse/pytorch_eo/tree/main/examples). ## Production Pytorch EO was built with production in mind from the beginning: - Optimize model for production. - Export models to torchscript. <!-- - Upload models to our Models Universe - Use models directly through SPAI --> See the [examples](https://github.com/earthpulse/pytorch_eo/tree/main/examples). <!-- ## Documentation Read our [docs](https://earthpulse.github.io/pytorch_eo/). --> ## Contributing Read the [CONTRIBUTING](https://github.com/earthpulse/pytorch_eo/blob/main/CONTRIBUTING.md) guide.