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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: 11 Jun 2026

https://github.com/ViTAE-Transformer/Remote-Sensing-RVSA

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

deep-learning foundation-model foundation-models object-detection pytorch remote-sensing remote-sensing-foundation-model scene-classification self-supervised-learning semantic-segmentation transfer-learning vision-transformer

Last synced: 11 Jun 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: 11 Jun 2026

https://github.com/vladan-stojnic/CMC-RSSR

This repository contains the code and models from the paper "Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding".

classification contrastive-learning deep-learning paper remote-sensing self-supervised-learning

Last synced: 11 Jun 2026

Keywords
remote-sensing 11 earth-observation 4 self-supervised-learning 4 deep-learning 4 pytorch 3 transfer-learning 2 semantic-segmentation 2 foundation-models 2 computer-vision 2 text-to-image 1 stable-diffusion 1 diffusion-models 1 vision-language 1 contrastive-language-image-pretraining 1 paper 1 representation-learning 1 masked-image-modeling 1 vlm 1 gersp 1 transformer 1 time-series 1 large-observation-model 1 pre-training 1 datasets 1 contrastive-learning 1 geospatial 1 models 1 satellite-imagery 1 torchvision 1 transforms 1
Languages
Python 34 Jupyter Notebook 9
Most Issues and Pull Requests
dependabot[bot] dependabot[bot] 40 adamjstewart adamjstewart 34 robmarkcole robmarkcole 25 gabrieltseng gabrieltseng 25 calebrob6 calebrob6 17 comeony comeony 17 chagmgang chagmgang 10 91097luke 91097luke 10 nilsleh nilsleh 9 isaaccorley isaaccorley 8 kvantricht kvantricht 7 xiaoleiqinn xiaoleiqinn 7 hoteryoung hoteryoung 6 chandlerbing65nm chandlerbing65nm 6 plekhanovaelena plekhanovaelena 6 rbavery rbavery 6 moonboy12138 moonboy12138 6 wangyi111 wangyi111 6 jorisvito jorisvito 6 ibaris ibaris 6 mahrokh3409 mahrokh3409 6 joriscod joriscod 5 andremakar andremakar 5 bradneuberg bradneuberg 5 wenlinlliu wenlinlliu 5 adriantre adriantre 5 fmartiescofet fmartiescofet 5 nikolaosdionelis2023 nikolaosdionelis2023 4 xuanjiaz xuanjiaz 4 veeralakrishna veeralakrishna 4
Committers
yi wang 4 caleb robinson 3 jeremy irvin 2 unknown 2 piper wolters 2 pumpkin-co 2 dependabot[bot] 2 wangyi111 2 favyen bastani 2 ikko eltociear ashimine 2 adam j. stewart 2 zhanyang 2 gabriel tseng 2 ritwik gupta 2 konrad heidler 2 heng fang 2 konstantin klemmer 2 kshitij 1 remtav 1 moritz weiss 1 spontaneousduck 1 wei ji 1 yang mu 1 estherrolf 1 zhuo zheng 1 pablo mandiola 1 luca colomba 1 leo ji 1 george huber 1 hitesh tolani 1
Most Commits
adam j. stewart 1,207 dependabot[bot] 1,088 recursix 427 toolkit user 366 caleb robinson 245 zhanyang 180 jack-bo1220 180 isaac corley 150 zilun zhang 105 dotwang 103 nils lehmann 103 ruben 98 ashwin nair 87 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 45 lin-bert 45 isaaccorley 42 gabriel tseng 38 konrad heidler 34 haonanguo 32 lscheibenreif 28 danfeng hong 27
Direct Dependencies
pypi:torch 14 pypi:numpy 13 pypi:torchvision 13 pypi:matplotlib 10 pypi:timm 8 pypi:scipy 8 pypi:scikit-learn 7 pypi:tqdm 7 pypi:wandb 6 pypi:scikit-image 6 pypi:rasterio 6 pypi:tensorboard 5 pypi:isort 5 pypi:torchmetrics 5 pypi:shapely 5 pypi:pandas 5 pypi:requests 5 pypi:opencv-python 5 pypi:einops 5 pypi:albumentations 4 pypi:torchaudio 4 pypi:pycocotools 4 pypi:pytest 4 pypi:flake8 4 pypi:six 4 pypi:imageio 3 pypi:pip 3 pypi:mmcv 3 pypi:setuptools 3 pypi:deepspeed 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 RubenGres RubenGres 1 toastyfrosty toastyfrosty 1 HIT-SIRS HIT-SIRS 1 khdlr khdlr 1 danfenghong danfenghong 1 Jack-bo1220 Jack-bo1220 1 Lavender105 Lavender105 1 ChenDelong1999 ChenDelong1999 1 aicip aicip 1 isaaccorley isaaccorley 1 nasaharvest nasaharvest 1 mbzuai-oryx mbzuai-oryx 1 WennyXY WennyXY 1 wangzhecheng wangzhecheng 1 aspiaspace aspiaspace 1 antofuller antofuller 1 floatingstarZ floatingstarZ 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 torchgeo torchgeo 1 mmendiet mmendiet 1 stanfordmlgroup stanfordmlgroup 1 ZhAnGToNG1 ZhAnGToNG1 1
Repository Hosts
GitHub 46
Statistics

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