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An open API service for producing an overview of a list of open source projects.

Collections: Awesome Remote Sensing Foundation Models

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: 12 Sep 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: 12 Sep 2026

https://github.com/utkarshmall13/CACo

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

Last synced: 12 Sep 2026

Keywords
remote-sensing 11 earth-observation 4 self-supervised-learning 4 deep-learning 4 pytorch 3 semantic-segmentation 2 computer-vision 2 transfer-learning 2 foundation-models 2 masked-image-modeling 1 text-to-image 1 stable-diffusion 1 diffusion-models 1 vlm 1 pre-training 1 gersp 1 transformer 1 time-series 1 large-observation-model 1 classification 1 contrastive-learning 1 paper 1 representation-learning 1 vision-and-language 1 datasets 1 vision-transformer 1 geospatial 1 models 1 satellite-imagery 1 torchvision 1
Languages
Python 34 Jupyter Notebook 9
Most Issues and Pull Requests
dependabot[bot] dependabot[bot] 126 adamjstewart adamjstewart 110 calebrob6 calebrob6 53 robmarkcole robmarkcole 49 isaaccorley isaaccorley 33 gabrieltseng gabrieltseng 28 nilsleh nilsleh 22 comeony comeony 17 adriantre adriantre 16 marchematics marchematics 12 chagmgang chagmgang 10 91097luke 91097luke 10 hkristen hkristen 8 yichiac yichiac 8 borchertn borchertn 8 xiaoleiqinn xiaoleiqinn 7 quinnarnold quinnarnold 7 kvantricht kvantricht 7 chandlerbing65nm chandlerbing65nm 6 rbavery rbavery 6 plekhanovaelena plekhanovaelena 6 copilot copilot 6 wangyi111 wangyi111 6 hoteryoung hoteryoung 6 moonboy12138 moonboy12138 6 piperwolters piperwolters 6 jorisvito jorisvito 6 ibaris ibaris 6 mahrokh3409 mahrokh3409 6 joriscod joriscod 5
Committers
yi wang 4 caleb robinson 3 heng fang 2 favyen bastani 2 adam j. stewart 2 dependabot[bot] 2 gabriel tseng 2 ikko eltociear ashimine 2 pumpkin-co 2 unknown 2 jeremy irvin 2 zhanyang 2 wangyi111 2 konstantin klemmer 2 piper wolters 2 ritwik gupta 2 konrad heidler 2 can michael hucko 1 hitesh tolani 1 filip wolf 1 remtav 1 f-schi 1 zhuo zheng 1 gaétan bahl 1 janne mäyrä 1 jingtong 1 kshitij 1 moritz weiss 1 spontaneousduck 1 wei ji 1
Most Commits
adam j. stewart 1,279 dependabot[bot] 1,211 recursix 427 toolkit user 408 caleb robinson 257 zhanyang 180 jack-bo1220 180 isaac corley 172 zilun zhang 105 nils lehmann 104 dotwang 103 ruben 98 ashwin nair 88 91097luke 73 alexandre drouin 72 wangyi111 71 pumpkin-co 70 kartik kuckreja 66 lechangalex 53 favyen bastani 52 gabriel huang 50 yi wang 49 konstantin klemmer 48 lin-bert 45 isaaccorley 42 gabriel tseng 39 konrad heidler 34 haonanguo 32 robin cole 31 lscheibenreif 28
Direct Dependencies
pypi:torch 13 pypi:torchvision 12 pypi:numpy 12 pypi:matplotlib 9 pypi:scipy 7 pypi:tqdm 7 pypi:timm 7 pypi:scikit-learn 7 pypi:wandb 6 pypi:rasterio 5 pypi:scikit-image 5 pypi:requests 5 pypi:albumentations 4 pypi:torchmetrics 4 pypi:tensorboard 4 pypi:shapely 4 pypi:pandas 4 pypi:six 4 pypi:torchaudio 4 pypi:isort 4 pypi:einops 4 pypi:opencv-python 4 pypi:flake8 3 pypi:pip 3 pypi:pytest 3 pypi:imageio 3 pypi:tabulate 3 pypi:pytorch-lightning 3 pypi:earthengine-api 3 pypi:pycocotools 3
Repository Owners
zhu-xlab zhu-xlab 4 ZhanYang-nwpu ZhanYang-nwpu 2 ServiceNow ServiceNow 2 sustainlab-group sustainlab-group 2 NJU-LHRS NJU-LHRS 2 aicip aicip 1 Jack-bo1220 Jack-bo1220 1 nasaharvest nasaharvest 1 RubenGres RubenGres 1 mbzuai-oryx mbzuai-oryx 1 floatingstarZ floatingstarZ 1 mmendiet mmendiet 1 aspiaspace aspiaspace 1 stanfordmlgroup stanfordmlgroup 1 danfenghong danfenghong 1 ZhAnGToNG1 ZhAnGToNG1 1 HIT-SIRS HIT-SIRS 1 toastyfrosty toastyfrosty 1 khdlr khdlr 1 WennyXY WennyXY 1 antofuller antofuller 1 comeony comeony 1 vladan-stojnic vladan-stojnic 1 flyakon flyakon 1 microsoft microsoft 1 91097luke 91097luke 1 om-ai-lab om-ai-lab 1 bair-climate-initiative bair-climate-initiative 1 HSG-AIML HSG-AIML 1 utkarshmall13 utkarshmall13 1 jonathan-roberts1 jonathan-roberts1 1 ViTAE-Transformer ViTAE-Transformer 1 HaonanGuo HaonanGuo 1 allenai allenai 1 ChenDelong1999 ChenDelong1999 1 isaaccorley isaaccorley 1 wangzhecheng wangzhecheng 1 torchgeo torchgeo 1 Lavender105 Lavender105 1
Repository Hosts
GitHub 46
Statistics

  • Projects: 46
  • Last updated: over 2 years ago