sustainlab-group / SatMAELinks
Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"
☆220Updated 3 months ago
Alternatives and similar repositories for SatMAE
Users that are interested in SatMAE are comparing it to the libraries listed below
Sorting:
- Make your models invariant to changes in scale.☆156Updated last year
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆270Updated last year
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆177Updated last year
- ☆75Updated 2 years ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆158Updated 5 months ago
- Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)☆121Updated 2 months ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆80Updated 6 months ago
- ☆57Updated last year
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆85Updated 4 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆90Updated 2 years ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆63Updated 5 months ago
- Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)☆41Updated last year
- Semantic Segmentation for Remote Sensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf☆44Updated 2 years ago
- ☆177Updated last month
- ☆40Updated last year
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆186Updated last year
- Towards Robust Evaluation for Geospatial Foundation Models☆236Updated 4 months ago
- Towards a Unified Copernicus Foundation Model for Earth Vision☆112Updated 2 months ago
- Official repo for "Foundation Models for Remote Sensing and Earth Observation: A Survey"☆47Updated last year
- ☆88Updated last year
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆72Updated 3 years ago
- Official repo for "SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing"☆192Updated 11 months ago
- ☆256Updated 2 months ago
- 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.…☆257Updated 11 months ago
- A curated list of awesome vision and language resources for earth observation.☆252Updated 8 months ago
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆163Updated 4 months ago
- ☆43Updated 2 years ago
- Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]☆42Updated 3 years ago
- ☆41Updated last year
- ☆128Updated 4 months ago