zhu-xlab / softcon
Multi-label guided soft contrastive learning for efficient Earth observation pretraining
☆16Updated 10 months ago
Alternatives and similar repositories for softcon:
Users that are interested in softcon are comparing it to the libraries listed below
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆27Updated last week
- ☆38Updated last year
- A playground for remote sensing foundation models☆51Updated 10 months ago
- Official repository of the ben-ge Earth Observation dataset☆18Updated last year
- Repo for testing foundation models☆11Updated last year
- ☆32Updated 9 months ago
- ☆27Updated this week
- Code and data for Kuro Siwo flood mapping dataset☆59Updated 3 weeks ago
- Generalizing satellite image time series classifiers with thermal time☆18Updated 2 years ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆54Updated 3 weeks ago
- ☆31Updated last year
- ☆52Updated last year
- ☆10Updated 5 months ago
- A comprehensive benchmark for real-world Sentinel-2 imagery super-resolution☆28Updated 2 weeks ago
- Code for running baseline models/experiments with the Fields of The World dataset☆80Updated 2 weeks ago
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆21Updated 2 months ago
- This is the repository for "A Segment Anything Model based weaky supervised learning method for crop mapping using Sentinel-2 time series…☆18Updated 7 months ago
- CD algorithms available in cloudSEN12☆21Updated 2 years ago
- Code to reproduce the experiments of ICML2024-paper: Estimating Canopy Height at Scale☆27Updated 9 months ago
- ☆34Updated 3 months ago
- Sentinel-2 Cloud and Shadow Detection using Machine Learning☆14Updated 4 years ago
- ☆21Updated 5 months ago
- fine-grained urban green space (UGS) maps of 31 major cities in China☆24Updated last year
- The Galileo family of pretrained remote sensing models☆24Updated 2 months ago
- ☆30Updated 2 weeks ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆65Updated 5 months ago
- ☆34Updated last year
- EuroCropsML is a ready-to-use benchmark dataset for few-shot crop type classification using Sentinel-2 imagery.☆13Updated this week
- Here are the codes for the "WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping" paper.☆21Updated last year
- Supervised, Semi-supervised and Unsupervised Domain Adaptation and Transfer Learning☆14Updated 2 years ago