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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/floatingstarZ/GeRSP

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

gersp pre-training remote-sensing

Last synced: 08 Oct 2026

https://github.com/ZhAnGToNG1/transfer_learning_cspt

pytorch remote-sensing transfer-learning

Last synced: 08 Oct 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: 08 Oct 2026

https://github.com/utkarshmall13/CACo

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

Last synced: 08 Oct 2026

Keywords
remote-sensing 11 deep-learning 4 earth-observation 4 self-supervised-learning 4 pytorch 3 computer-vision 2 semantic-segmentation 2 foundation-models 2 transfer-learning 2 stable-diffusion 1 diffusion-models 1 vlm 1 pre-training 1 gersp 1 transforms 1 torchvision 1 satellite-imagery 1 models 1 geospatial 1 vision-transformer 1 scene-classification 1 remote-sensing-foundation-model 1 object-detection 1 foundation-model 1 vision-and-language 1 transformer 1 time-series 1 large-observation-model 1 paper 1 contrastive-learning 1
Languages
Python 34 Jupyter Notebook 9
Most Issues and Pull Requests
dependabot[bot] dependabot[bot] 144 adamjstewart adamjstewart 134 calebrob6 calebrob6 58 robmarkcole robmarkcole 52 isaaccorley isaaccorley 33 gabrieltseng gabrieltseng 28 nilsleh nilsleh 23 adriantre adriantre 18 comeony comeony 17 marchematics marchematics 12 91097luke 91097luke 10 chagmgang chagmgang 10 yichiac yichiac 10 hkristen hkristen 8 quinnarnold quinnarnold 8 borchertn borchertn 8 xiaoleiqinn xiaoleiqinn 7 kvantricht kvantricht 7 copilot copilot 6 piperwolters piperwolters 6 rbavery rbavery 6 gatienc gatienc 6 mahrokh3409 mahrokh3409 6 hoteryoung hoteryoung 6 moonboy12138 moonboy12138 6 wangyi111 wangyi111 6 plekhanovaelena plekhanovaelena 6 chandlerbing65nm chandlerbing65nm 6 ibaris ibaris 6 jorisvito jorisvito 6
Committers
yi wang 4 caleb robinson 3 gabriel tseng 2 pumpkin-co 2 adam j. stewart 2 wangyi111 2 dependabot[bot] 2 unknown 2 heng fang 2 ikko eltociear ashimine 2 jeremy irvin 2 ritwik gupta 2 favyen bastani 2 piper wolters 2 zhanyang 2 konstantin klemmer 2 konrad heidler 2 aleksey morozov 1 alexandre lacoste 1 al-ekram elahee hridoy 1 djalil khelladi 1 slawek bierwiaczonek 1 shradha sehgal 1 saumya sinha 1 rémi cresson 1 alhassan sahad 1 arianna sole 1 bianca zadrozny 1 boe zhou 1 byeong-hyeok yu 1
Most Commits
adam j. stewart 1,290 dependabot[bot] 1,230 recursix 427 toolkit user 410 caleb robinson 258 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 robin cole 33 haonanguo 32 lscheibenreif 28
Direct Dependencies
pypi:torch 14 pypi:numpy 14 pypi:torchvision 13 pypi:matplotlib 10 pypi:tqdm 9 pypi:scipy 8 pypi:timm 8 pypi:scikit-learn 7 pypi:rasterio 7 pypi:wandb 6 pypi:requests 6 pypi:torchmetrics 5 pypi:shapely 5 pypi:einops 5 pypi:scikit-image 5 pypi:pandas 5 pypi:albumentations 4 pypi:six 4 pypi:tensorboard 4 pypi:isort 4 actions:actions/checkout 4 pypi:opencv-python 4 actions:actions/setup-python 4 pypi:torchaudio 4 pypi:pytest 3 pypi:flake8 3 pypi:affine 3 pypi:packaging 3 pypi:h5py 3 pypi:mmcv 3
Repository Owners
zhu-xlab zhu-xlab 4 ServiceNow ServiceNow 2 NJU-LHRS NJU-LHRS 2 sustainlab-group sustainlab-group 2 ZhanYang-nwpu ZhanYang-nwpu 2 WennyXY WennyXY 1 aicip aicip 1 ChenDelong1999 ChenDelong1999 1 flyakon flyakon 1 Jack-bo1220 Jack-bo1220 1 RubenGres RubenGres 1 comeony comeony 1 HSG-AIML HSG-AIML 1 isaaccorley isaaccorley 1 wangzhecheng wangzhecheng 1 nasaharvest nasaharvest 1 mbzuai-oryx mbzuai-oryx 1 floatingstarZ floatingstarZ 1 torchgeo torchgeo 1 microsoft microsoft 1 91097luke 91097luke 1 bair-climate-initiative bair-climate-initiative 1 utkarshmall13 utkarshmall13 1 ViTAE-Transformer ViTAE-Transformer 1 HaonanGuo HaonanGuo 1 allenai allenai 1 om-ai-lab om-ai-lab 1 jonathan-roberts1 jonathan-roberts1 1 danfenghong danfenghong 1 aspiaspace aspiaspace 1 HIT-SIRS HIT-SIRS 1 stanfordmlgroup stanfordmlgroup 1 antofuller antofuller 1 ZhAnGToNG1 ZhAnGToNG1 1 toastyfrosty toastyfrosty 1 vladan-stojnic vladan-stojnic 1 khdlr khdlr 1 Lavender105 Lavender105 1 mmendiet mmendiet 1
Repository Hosts
GitHub 46
Statistics

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