antofuller / SatViTLinks
Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!
☆70Updated 2 years ago
Alternatives and similar repositories for SatViT
Users that are interested in SatViT are comparing it to the libraries listed below
Sorting:
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆78Updated last year
- ☆71Updated last year
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆57Updated 3 weeks ago
- Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951☆91Updated last month
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆88Updated 2 years ago
- ☆39Updated last year
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆84Updated last year
- Quick start in OpenEarthMap☆65Updated 2 years ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆69Updated 2 months ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆139Updated 2 weeks ago
- [WACV 2024] Official repository of SyntheWorld☆49Updated last year
- ☆52Updated last year
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆52Updated 3 months ago
- Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"☆38Updated 2 years ago
- Make your models invariant to changes in scale.☆148Updated last year
- ☆38Updated 3 weeks ago
- ☆36Updated last year
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆67Updated 2 years ago
- Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]☆38Updated 2 years ago
- Repo for testing foundation models☆53Updated last year
- Code and data for Kuro Siwo flood mapping dataset☆63Updated 3 months ago
- ☆114Updated 8 months ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆237Updated last year
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple …☆25Updated last year
- ☆29Updated 2 years ago
- Semantic Segmentation for Remote Sensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf☆42Updated last year
- official repository to share data and code of our study "FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION" accepted and published …☆89Updated 2 years ago
- A comprehensive benchmark for real-world Sentinel-2 imagery super-resolution☆32Updated 3 months ago
- ☆24Updated 8 months ago
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆198Updated 10 months ago