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: 05 Feb 2026

https://github.com/Jack-bo1220/Awesome-Remote-Sensing-Foundation-Models

Last synced: 05 Feb 2026

https://github.com/microsoft/satclip

PyTorch implementation of SatCLIP

Last synced: 05 Feb 2026

https://github.com/ServiceNow/geo-bench

GEO-Bench: Toward Foundation Models for Earth Monitoring

Last synced: 05 Feb 2026

https://github.com/mbzuai-oryx/GeoChat

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

remote-sensing vlm

Last synced: 05 Feb 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: 05 Feb 2026

https://github.com/ChenDelong1999/RemoteCLIP

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

contrastive-language-image-pretraining remote-sensing vision-language

Last synced: 05 Feb 2026

https://github.com/allenai/satlas

Last synced: 05 Feb 2026

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

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

Last synced: 05 Feb 2026

https://github.com/nasaharvest/presto

Lightweight, Pre-trained Transformers for Remote Sensing Timeseries

Last synced: 05 Feb 2026

https://github.com/NJU-LHRS/LHRS-Bot

VGI-Enhanced multimodal large language model for remote sensing images.

Last synced: 05 Feb 2026

https://github.com/Lavender105/RSGPT

Last synced: 05 Feb 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: 05 Feb 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: 05 Feb 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: 05 Feb 2026

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

Make your models invariant to changes in scale.

Last synced: 05 Feb 2026

https://github.com/HaonanGuo/Remote-Sensing-ChatGPT

Chat with RS-ChatGPT and get the remote sensing interpretation results and the response!

Last synced: 05 Feb 2026

https://github.com/comeony/RingMo

Last synced: 05 Feb 2026

https://github.com/wangzhecheng/SkyScript

Official repo for "SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing"

Last synced: 05 Feb 2026

https://github.com/ServiceNow/seasonal-contrast

seasonal-contrast is a ServiceNow Research project that was started at Element AI.

Last synced: 05 Feb 2026

https://github.com/om-ai-lab/RS5M

RS5M: a large-scale vision language dataset for remote sensing [TGRS]

foundation-models remote-sensing vision-and-language

Last synced: 05 Feb 2026

https://github.com/NJU-LHRS/official-CMID

The official implementation of paper "Unified Self-Supervised Learning Framework for Remote Sensing Images".

Last synced: 05 Feb 2026

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

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

Last synced: 05 Feb 2026

https://github.com/ZhanYang-nwpu/RSVG-pytorch

RSVG: Exploring Data and Model for Visual Grounding on Remote Sensing Data, 2022

Last synced: 05 Feb 2026

https://github.com/utkarshmall13/CACo

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

Last synced: 05 Feb 2026

https://github.com/ZhanYang-nwpu/SkyEyeGPT

[ISPRS2025] SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model

Last synced: 05 Feb 2026

https://github.com/RubenGres/Seg2Sat

Using StableDiffusion and ControlNet to generate synthetic aerial images

diffusion-models earth-observation remote-sensing stable-diffusion text-to-image

Last synced: 05 Feb 2026

https://github.com/stanfordmlgroup/USat

Last synced: 05 Feb 2026

https://github.com/mmendiet/GFM

Last synced: 05 Feb 2026

https://github.com/zhu-xlab/DeCUR

Decoupling common and unique representations for multimodal self-supervised learning

Last synced: 05 Feb 2026

https://github.com/aspiaspace/EarthPT

A time series foundation model for Earth Observation

earth-observation large-observation-model time-series transformer

Last synced: 05 Feb 2026

https://github.com/91097luke/phileo-bench

Repo for testing foundation models

Last synced: 05 Feb 2026

https://github.com/flyakon/Geographical-Knowledge-driven-Representaion-Learning

Last synced: 05 Feb 2026

https://github.com/HIT-SIRS/SMLFR

Last synced: 05 Feb 2026

https://github.com/zhu-xlab/FGMAE

Feature guided masked Autoencoder for self-supervised learning in remote sensing

Last synced: 05 Feb 2026

https://github.com/aicip/Cross-Scale-MAE

[NIPS'23] Official Code of the paper "Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing"

computer-vision masked-image-modeling remote-sensing representation-learning self-supervised-learning

Last synced: 05 Feb 2026

https://github.com/antofuller/CROMA

Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)

Last synced: 05 Feb 2026

https://github.com/WennyXY/DINO-MC

Last synced: 05 Feb 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: 05 Feb 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: 05 Feb 2026