VMarsocci / pangaea-benchLinks
Towards Robust Evaluation for Geospatial Foundation Models
☆193Updated this week
Alternatives and similar repositories for pangaea-bench
Users that are interested in pangaea-bench are comparing it to the libraries listed below
Sorting:
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆134Updated last month
- ☆138Updated last month
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆60Updated last month
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆111Updated 3 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆86Updated 2 years ago
- ☆111Updated 7 months ago
- Make your models invariant to changes in scale.☆141Updated last year
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆127Updated 6 months ago
- Repo for testing foundation models☆49Updated last year
- A toolkit that enables building damage assessments from remotely sensed imagery.☆117Updated last month
- Code for running baseline models/experiments with the Fields of The World dataset☆84Updated this week
- ☆238Updated 8 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
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 3 months ago
- ☆45Updated 2 months ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆228Updated last year
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆64Updated 2 years ago
- Code and data for Kuro Siwo flood mapping dataset☆60Updated last month
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆65Updated 3 weeks ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆76Updated 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…☆161Updated last year
- ☆71Updated last year
- ☆34Updated 11 months ago
- Towards a Unified Copernicus Foundation Model for Earth Vision☆56Updated 2 weeks ago
- This a repository with the winners' code from the BioMassters challenge☆41Updated last year
- Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.☆88Updated 2 months ago
- Deep learning system; Docker image access; Pypi package; GEE access; image segmentation; density estimation; dataset open; pre-trained mo…☆97Updated 2 months ago
- A curated list of awesome vision and language resources for earth observation.☆228Updated 2 months ago
- A PyTorch implementation of "GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis"☆89Updated 6 months ago
- download Google Earth Engine datasets to tiles as geotiff arrays☆68Updated 2 months ago