zhu-xlab / SSL4EO-ReviewLinks
Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"
☆38Updated 2 years ago
Alternatives and similar repositories for SSL4EO-Review
Users that are interested in SSL4EO-Review are comparing it to the libraries listed below
Sorting:
- Self-supervised vision transformers for joint SAR-optical representation learning☆30Updated last year
- Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]☆38Updated 2 years ago
- ☆37Updated last year
- ☆39Updated last year
- The implementations of "Unsupervised Domain Adaptation for Remote Sensing Semantic Segmentation with Transformer"☆30Updated 2 years ago
- This repository contains the code and models from the paper "Self-Supervised Learning of Remote Sensing Scene Representations Using Cont…☆36Updated last year
- Semantic Segmentation for Remote Sensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf☆42Updated last year
- Generalizing satellite image time series classifiers with thermal time☆18Updated 3 years ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆57Updated 3 weeks ago
- [WACV 2024] Official repository of SyntheWorld☆49Updated last year
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆70Updated 2 years ago
- ☆27Updated 2 years ago
- Datasets and Code for: https://arxiv.org/pdf/2305.14914.pdf☆31Updated 11 months ago
- ☆46Updated 2 years ago
- Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu. Cros…☆63Updated last year
- Weakly Supervised Deep Learning for Segmentation of Remote Sensing Imagery☆32Updated 5 years ago
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆42Updated 2 weeks ago
- MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery☆25Updated 3 years ago
- ☆71Updated last year
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆78Updated last year
- Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951☆91Updated last month
- ☆51Updated 2 years ago
- ☆29Updated 3 years ago
- Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)☆31Updated last year
- Class prior-free PU Learning for hyperspectral imagery (ICCV 2023)☆25Updated last year
- ☆24Updated 8 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆88Updated 2 years ago
- Make your models invariant to changes in scale.☆148Updated last year
- Weakly supervised Deep learning based Cloud Detection (WDCD)☆21Updated 2 years ago
- Official Repository for ICCV 2021 Paper Titled as "Geography-Aware Self-Supervised Learning"☆44Updated 2 years ago