VMarsocci / pangaea-bench
Towards Robust Evaluation for Geospatial Foundation Models
☆174Updated this week
Alternatives and similar repositories for pangaea-bench:
Users that are interested in pangaea-bench are comparing it to the libraries listed below
- ☆131Updated last week
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆126Updated last month
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆115Updated 4 months ago
- ☆233Updated 6 months ago
- Make your models invariant to changes in scale.☆134Updated last year
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆214Updated 11 months ago
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆93Updated 2 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆85Updated 2 years ago
- ☆183Updated last year
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆73Updated 9 months ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆56Updated last week
- A toolkit that enables building damage assessments from remotely sensed imagery.☆110Updated last week
- Code for running baseline models/experiments with the Fields of The World dataset☆78Updated 3 months ago
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆183Updated 7 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆209Updated 11 months ago
- A playground for remote sensing foundation models☆50Updated 10 months ago
- This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to es…☆159Updated last year
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆78Updated 2 years ago
- ☆71Updated last year
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆53Updated last week
- Hydro -- A Foundation Model for Water in Satellite Imagery☆54Updated 2 months ago
- Repo for testing foundation models☆47Updated last year
- ☆100Updated 5 months ago
- A Global-scale Biomass Dataset☆25Updated last week
- Official code for TEOChat, the first vision-language assistant for temporal earth observation data (ICLR 2025).☆97Updated this week
- Multi-Spectral Remote Sensing Image Retrieval using Geospatial Foundation Models☆44Updated 9 months ago
- Open source remote sensing dataset with benchmarks☆186Updated 11 months ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆65Updated 5 months ago
- A PyTorch implementation of "GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis"☆89Updated 4 months ago
- Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.☆85Updated 3 weeks ago