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.
  ☆140Updated last year
• zhu-xlab / SSL4EO-S12
  SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
  ☆224Updated last year
• mmendiet / GFM
  ☆71Updated last year
• techmn / satmae_pp
  Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)
  ☆105Updated last month
• zhu-xlab / DOFA
  Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
  ☆133Updated 3 weeks ago
• ServiceNow / seasonal-contrast
  seasonal-contrast is a ServiceNow Research project that was started at Element AI.
  ☆169Updated 9 months ago
• gastruc / AnySat
  ☆135Updated last month
• VMarsocci / pangaea-bench
  Towards Robust Evaluation for Geospatial Foundation Models
  ☆185Updated last week
• HSG-AIML / SSLTransformerRS
  Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …
  ☆86Updated 2 years ago
• ServiceNow / geo-bench
  GEO-Bench: Toward Foundation Models for Earth Monitoring
  ☆124Updated 5 months ago
• IGNF / FLAIR-2
  Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)
  ☆74Updated 10 months ago
• vishalned / MMEarth-data
  This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…
  ☆65Updated this week
• 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.…
  ☆223Updated 4 months ago
• allenai / satlas
  ☆238Updated 7 months ago
• ChenDelong1999 / RemoteCLIP
  🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)
  ☆383Updated 10 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…
  ☆55Updated last month
• ermongroup / TEOChat
  Official code for TEOChat, the first vision-language assistant for temporal earth observation data (ICLR 2025).
  ☆101Updated last month
• VSainteuf / utae-paps
  PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.
  ☆161Updated 8 months ago
• antofuller / SatViT
  Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!
  ☆69Updated 2 years ago
• michaeltrs / DeepSatModels
  Deep learning models for remote sensing applications
  ☆181Updated last year
• wangzhecheng / SkyScript
  Official repo for "SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing"
  ☆169Updated 5 months ago
• TotalVariation / Exchanger4SITS
  The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".
  ☆39Updated 2 weeks ago
• ViTAE-Transformer / RSP
  The official repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining"
  ☆144Updated 6 months ago
• gastruc / OmniSat
  ☆76Updated 6 months ago
• geoaigroup / awesome-vision-language-models-for-earth-observation
  A curated list of awesome vision and language resources for earth observation.
  ☆223Updated last month
• allenai / satlaspretrain_models
  ☆106Updated 6 months ago
• VisionXLab / CrossEarth
  [Official Repo] CrossEarth: Geospatial Vision Foundation Model for Cross-Domain Generalization in Remote Sensing Semantic Segmentation
  ☆139Updated 4 months ago
• om-ai-lab / RS5M
  RS5M: a large-scale vision language dataset for remote sensing [TGRS]
  ☆257Updated last month
• EarthNets / Dataset4EO
  Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951
  ☆87Updated 3 months ago
• Lavender105 / RSGPT
  ☆97Updated this week