zhu-xlab / DOFA
Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
☆129Updated 2 weeks ago
Alternatives and similar repositories for DOFA:
Users that are interested in DOFA are comparing it to the libraries listed below
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆74Updated 9 months ago
- ☆132Updated 3 weeks ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆55Updated last month
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆219Updated last year
- ☆71Updated last year
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆104Updated 2 months ago
- Towards Robust Evaluation for Geospatial Foundation Models☆179Updated last week
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆86Updated 2 years ago
- ☆106Updated 6 months ago
- Code and data for Kuro Siwo flood mapping dataset☆61Updated last month
- Make your models invariant to changes in scale.☆137Updated last year
- ☆34Updated last year
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆120Updated 5 months ago
- ☆45Updated last month
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆65Updated 5 months ago
- Code for running baseline models/experiments with the Fields of The World dataset☆82Updated last week
- Multi-Spectral Remote Sensing Image Retrieval using Geospatial Foundation Models☆45Updated 10 months ago
- This is the repository for "A Segment Anything Model based weaky supervised learning method for crop mapping using Sentinel-2 time series…☆19Updated 7 months ago
- ☆62Updated 8 months ago
- ☆52Updated last year
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆69Updated 2 years ago
- Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951☆87Updated 3 months ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆57Updated 3 weeks ago
- ☆45Updated this week
- ☆239Updated 7 months ago
- A playground for remote sensing foundation models☆51Updated 10 months ago
- S1S2-Water: A global dataset for semantic segmentation of water bodies from Sentinel-1 and Sentinel-2 satellite images☆42Updated 11 months ago
- ☆32Updated 10 months ago
- ☆31Updated last year
- ☆38Updated last year