https://github.com/torchgeo/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms

Last synced: 13 Aug 2026

https://github.com/floatingstarZ/GeRSP

The official implementation of GeRSP (Generic Knowledge Boosted Pre-training For Remote Sensing Images).

gersp pre-training remote-sensing

Last synced: 13 Aug 2026

https://github.com/toastyfrosty/map-sat

ControlEarth. Generate your own satellite images conditioned on maps.

Last synced: 13 Aug 2026

https://github.com/danfenghong/IEEE_TPAMI_SpectralGPT

Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing foundation model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. DOI:10.1109/TPAMI.2024.3362475.

Last synced: 13 Aug 2026

https://github.com/ZhAnGToNG1/transfer_learning_cspt

pytorch remote-sensing transfer-learning

Last synced: 13 Aug 2026

https://github.com/stanfordmlgroup/USat

Last synced: 13 Aug 2026

https://github.com/nasaharvest/presto

Lightweight, Pre-trained Transformers for Remote Sensing Timeseries

Last synced: 13 Aug 2026

https://github.com/sustainlab-group/geography-aware-ssl

Official Repository for ICCV 2021 Paper Titled as "Geography-Aware Self-Supervised Learning"

Last synced: 13 Aug 2026

https://github.com/utkarshmall13/CACo

official code for CVPR 2023 paper 'Change-Aware Sampling and Contrastive Learning for Satellite Images'

Last synced: 13 Aug 2026

https://github.com/HSG-AIML/SSLTransformerRS

Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 - Best Student Paper Award

deep-learning earth-observation remote-sensing self-supervised-learning semantic-segmentation

Last synced: 13 Aug 2026