Alternatives and similar repositories for SatMAE:

Users that are interested in SatMAE are comparing it to the libraries listed below

• bair-climate-initiative / scale-mae
  Make your models invariant to changes in scale.
  ☆128Updated 11 months ago
• mmendiet / GFM
  ☆67Updated last year
• zhu-xlab / DOFA
  Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
  ☆108Updated 2 months ago
• ServiceNow / seasonal-contrast
  seasonal-contrast is a ServiceNow Research project that was started at Element AI.
  ☆167Updated 6 months ago
• zhu-xlab / SSL4EO-S12
  SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
  ☆202Updated 9 months ago
• vishalned / MMEarth-data
  This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…
  ☆57Updated 2 months ago
• HSG-AIML / SSLTransformerRS
  Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …
  ☆82Updated 2 years ago
• VMarsocci / pangaea-bench
  Towards Robust Evaluation for Geospatial Foundation Models
  ☆154Updated 2 weeks ago
• ServiceNow / geo-bench
  GEO-Bench: Toward Foundation Models for Earth Monitoring
  ☆100Updated 2 months ago
• IGNF / FLAIR-2
  Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)
  ☆70Updated 6 months ago
• techmn / satmae_pp
  Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)
  ☆91Updated 10 months ago
• wangzhecheng / SkyScript
  Official repo for "SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing"
  ☆147Updated last month
• allenai / satlas
  ☆213Updated 4 months ago
• vishalned / MMEarth-train
  This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…
  ☆48Updated 2 months ago
• mvrl / GeoSynth
  A PyTorch implementation of "GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis"
  ☆80Updated 2 months ago
• zytx121 / Awesome-VLGFM
  A Survey on Vision-Language Geo-Foundation Models (VLGFMs)
  ☆149Updated 2 weeks ago
• gastruc / AnySat
  ☆88Updated 3 weeks ago
• EarthNets / Dataset4EO
  Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951
  ☆82Updated 2 weeks ago
• om-ai-lab / RS5M
  RS5M: a large-scale vision language dataset for remote sensing [TGRS]
  ☆231Updated 4 months ago
• TotalVariation / Exchanger4SITS
  The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".
  ☆36Updated last year
• antofuller / SatViT
  Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!
  ☆67Updated 2 years ago
• michaeltrs / DeepSatModels
  Deep learning models for remote sensing applications
  ☆168Updated 11 months ago
• synativ / RSFMs
  A playground for remote sensing foundation models
  ☆48Updated 7 months ago
• 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.…
  ☆200Updated last month
• boranhan / Geospatial_Foundation_Models
  ☆47Updated 9 months ago
• lzw-lzw / awesome-remote-sensing-vision-language-models
  Awesome-Remote-Sensing-Vision-Language-Models
  ☆153Updated 9 months ago
• geoaigroup / awesome-vision-language-models-for-earth-observation
  A curated list of awesome vision and language resources for earth observation.
  ☆206Updated last month
• ZhanYang-nwpu / Awesome-Remote-Sensing-Multimodal-Large-Language-Model
  Multimodal Large Language Models for Remote Sensing (RS-MLLMs): A Survey
  ☆183Updated last week
• Cuzyoung / CrossEarth
  [Official Repo] CrossEarth: Geospatial Vision Foundation Model for Cross-Domain Generalization in Remote Sensing Semantic Segmentation
  ☆125Updated 3 weeks ago
• ChenHongruixuan / BRIGHT
  [IEEE GRSS DFC 2025 Track II] BRIGHT: A globally distributed multimodal VHR dataset for all-weather disaster response
  ☆88Updated this week