zhu-xlab / softconLinks
Multi-label guided soft contrastive learning for efficient Earth observation pretraining
☆20Updated last year
Alternatives and similar repositories for softcon
Users that are interested in softcon are comparing it to the libraries listed below
Sorting:
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Updated 4 months ago
- ☆39Updated last year
- EuroCropsML is a ready-to-use benchmark dataset for few-shot crop type classification using Sentinel-2 imagery.☆16Updated this week
- Code and data for Kuro Siwo flood mapping dataset☆61Updated 2 months ago
- Repo for testing foundation models☆11Updated last year
- ☆15Updated 2 months ago
- ☆34Updated 11 months ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 4 months 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
- Generalizing satellite image time series classifiers with thermal time☆18Updated 2 years ago
- Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery☆16Updated last year
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆33Updated 3 weeks ago
- Official repository of the ben-ge Earth Observation dataset☆18Updated last year
- ☆12Updated last month
- Code for running baseline models/experiments with the Fields of The World dataset☆84Updated last week
- Here are the codes for the "WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping" paper.☆21Updated 2 years ago
- ☆32Updated last year
- Towards a Unified Copernicus Foundation Model for Earth Vision☆56Updated 2 weeks ago
- Code to reproduce the experiments of ICML2024-paper: Estimating Canopy Height at Scale☆29Updated last week
- Starter notebook for AI4EO #MapYourCity challenge☆13Updated last year
- fine-grained urban green space (UGS) maps of 31 major cities in China☆24Updated 2 years ago
- This is the repository for "A Segment Anything Model based weaky supervised learning method for crop mapping using Sentinel-2 time series…☆19Updated 8 months ago
- ☆36Updated last year
- ☆27Updated last month
- ☆20Updated last month
- The Galileo family of pretrained remote sensing models☆30Updated last week
- ☆10Updated 6 months ago
- ☆12Updated last year
- ☆52Updated last year
- Annual and in-season crop mapping in Kenya☆23Updated 3 years ago