USat: A Unified Self-Supervised Encoder for Multi-Sensor Satellite Imagery

USat: A Unified Self-Supervised Encoder for Multi-Sensor Satellite Imagery
Jeremy Irvin*, Lucas Tao*, Joanne Zhou, Yuntao Ma, Langston Nashold, Benjamin Liu, Andrew Y. Ng

*Equal contribution

Official implementation of the paper "USat: A Unified Self-Supervised Encoder for Multi-Sensor Satellite Imagery".

Highlights

TBD

Data Downloading

TBD

Environment Set-up

Performing the following step in USat directory.

1. Create a Python 3.9 conda enviroment.

conda create -n usat python=3.9

2. Install dependency

pip install -r requirements.txt

3. Editable install the project code.

pip install --no-deps -e ./

Data Preprocessing

TBD

Model Training

TBD

Model Evaluation

TBD

Citation

TBD

Contact

TBD