sustainlab-group / SatMAELinks
Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"
☆202Updated 10 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.☆150Updated last year
- ☆72Updated last year
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆173Updated last year
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆241Updated last year
- Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)☆114Updated 4 months ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆75Updated 2 months ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆145Updated last month
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆79Updated last week
- ☆53Updated last year
- Semantic Segmentation for Remote Sensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf☆44Updated last year
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆88Updated 2 years ago
- ☆38Updated 2 years ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆58Updated last month
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆42Updated last month
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆70Updated 2 years ago
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆170Updated 11 months ago
- A curated list of awesome vision and language resources for earth observation.☆241Updated 4 months ago
- Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)☆33Updated last year
- Towards Robust Evaluation for Geospatial Foundation Models☆212Updated 2 weeks ago
- Official repo for "Foundation Models for Remote Sensing and Earth Observation: A Survey"☆43Updated 8 months ago
- Official repo for "SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing"☆180Updated 7 months ago
- Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]☆39Updated 2 years ago
- ☆39Updated last year
- 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.…☆241Updated 7 months ago
- ☆243Updated 10 months ago
- ☆37Updated last year
- ☆160Updated 3 months ago
- ☆112Updated 2 weeks ago
- GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis☆24Updated 2 months ago
- Earth Vision Foundation☆86Updated 3 weeks ago