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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/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: 26 Sep 2026

https://github.com/isaaccorley/resize-is-all-you-need

The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"

Last synced: 26 Sep 2026

https://github.com/zhu-xlab/SSL4EO-S12

SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation

Last synced: 26 Sep 2026

https://github.com/sustainlab-group/SatMAE

Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"

Last synced: 26 Sep 2026

https://github.com/bair-climate-initiative/scale-mae

Make your models invariant to changes in scale.

Last synced: 26 Sep 2026

https://github.com/microsoft/satclip

PyTorch implementation of SatCLIP

Last synced: 26 Sep 2026

Keywords
remote-sensing 11 self-supervised-learning 4 deep-learning 4 earth-observation 4 pytorch 3 foundation-models 2 transfer-learning 2 semantic-segmentation 2 computer-vision 2 models 1 geospatial 1 satellite-imagery 1 torchvision 1 transforms 1 large-observation-model 1 time-series 1 transformer 1 datasets 1 masked-image-modeling 1 representation-learning 1 paper 1 contrastive-learning 1 classification 1 vision-transformer 1 scene-classification 1 remote-sensing-foundation-model 1 object-detection 1 foundation-model 1 text-to-image 1 stable-diffusion 1
Languages
Python 34 Jupyter Notebook 9
Most Issues and Pull Requests
dependabot[bot] dependabot[bot] 130 adamjstewart adamjstewart 119 calebrob6 calebrob6 55 robmarkcole robmarkcole 49 isaaccorley isaaccorley 33 gabrieltseng gabrieltseng 28 nilsleh nilsleh 23 comeony comeony 17 adriantre adriantre 17 marchematics marchematics 12 chagmgang chagmgang 10 91097luke 91097luke 10 yichiac yichiac 10 borchertn borchertn 8 quinnarnold quinnarnold 8 hkristen hkristen 8 xiaoleiqinn xiaoleiqinn 7 kvantricht kvantricht 7 mahrokh3409 mahrokh3409 6 hoteryoung hoteryoung 6 copilot copilot 6 plekhanovaelena plekhanovaelena 6 rbavery rbavery 6 jorisvito jorisvito 6 moonboy12138 moonboy12138 6 ibaris ibaris 6 piperwolters piperwolters 6 wangyi111 wangyi111 6 chandlerbing65nm chandlerbing65nm 6 andremakar andremakar 5
Committers
yi wang 4 caleb robinson 3 adam j. stewart 2 ritwik gupta 2 ikko eltociear ashimine 2 heng fang 2 piper wolters 2 pumpkin-co 2 konstantin klemmer 2 dependabot[bot] 2 konrad heidler 2 zhanyang 2 jeremy irvin 2 favyen bastani 2 gabriel tseng 2 unknown 2 wangyi111 2 boe zhou 1 byeong-hyeok yu 1 chessing234 1 codruț diaconu 1 cristiano pinto 1 cuvuliuc alex-andrei 1 daiki kimura 1 david meaux 1 wei ji 1 yang mu 1 dimitris mantas 1 dingqi ye 1 estherrolf 1
Most Commits
adam j. stewart 1,283 dependabot[bot] 1,215 recursix 427 toolkit user 409 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 haonanguo 32 robin cole 31 lscheibenreif 28
Direct Dependencies
pypi:torch 14 pypi:numpy 14 pypi:torchvision 13 pypi:matplotlib 10 pypi:tqdm 9 pypi:timm 8 pypi:scipy 8 pypi:scikit-learn 7 pypi:rasterio 7 pypi:requests 6 pypi:wandb 6 pypi:einops 5 pypi:torchmetrics 5 pypi:shapely 5 pypi:scikit-image 5 pypi:pandas 5 pypi:tensorboard 4 pypi:six 4 pypi:opencv-python 4 pypi:albumentations 4 pypi:isort 4 actions:actions/setup-python 4 actions:actions/checkout 4 pypi:torchaudio 4 pypi:packaging 3 pypi:flake8 3 pypi:deepspeed 3 pypi:geopandas 3 pypi:pytorch-lightning 3 pypi:tabulate 3
Repository Owners
zhu-xlab zhu-xlab 4 ZhanYang-nwpu ZhanYang-nwpu 2 ServiceNow ServiceNow 2 NJU-LHRS NJU-LHRS 2 sustainlab-group sustainlab-group 2 wangzhecheng wangzhecheng 1 toastyfrosty toastyfrosty 1 HIT-SIRS HIT-SIRS 1 khdlr khdlr 1 Lavender105 Lavender105 1 WennyXY WennyXY 1 aicip aicip 1 isaaccorley isaaccorley 1 aspiaspace aspiaspace 1 ZhAnGToNG1 ZhAnGToNG1 1 torchgeo torchgeo 1 danfenghong danfenghong 1 mmendiet mmendiet 1 Jack-bo1220 Jack-bo1220 1 nasaharvest nasaharvest 1 antofuller antofuller 1 comeony comeony 1 vladan-stojnic vladan-stojnic 1 flyakon flyakon 1 microsoft microsoft 1 91097luke 91097luke 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 RubenGres RubenGres 1 ChenDelong1999 ChenDelong1999 1 mbzuai-oryx mbzuai-oryx 1 om-ai-lab om-ai-lab 1 floatingstarZ floatingstarZ 1 stanfordmlgroup stanfordmlgroup 1
Repository Hosts
GitHub 46
Statistics

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