pytorch-eo 2024.5.3

Deep Learning for Earth Observation

Pytorch EO

Deep Learning for Earth Observation applications and research.

Installation

pip install pytorch-eo

Examples

Learn by doing with our examples.

• EuroSAT.
• UCMerced Land Use Dataset.
• BigEarthNet.
• SEN12FLOODs.

Tutorials

Learn how to build with Pytorch EO with our tutorials.

• Learn about data loading is Pytorch EO.
• Learn about data augmentation is Pytorch EO.
• Learn how to create datasets with Pytorch EO.
• Learn about training models with our tasks.

Challenges

PytorchEO has been used in the following challenges:

• EUROAVIA Mission: European Students Space Hackathon, 2021.
• On Cloud N: Cloud Cover Detection Challenge (DrivenData, 2021).
• Solar Panel Detection: Solar Panel Detection Using Sentinel-2 (Solafune, 2023).

Contributing

Read the CONTRIBUTING guide.