biasvariancelabs / aitlas-arenaLinks
An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation (EO)
☆87Updated last year
Alternatives and similar repositories for aitlas-arena
Users that are interested in aitlas-arena are comparing it to the libraries listed below
Sorting:
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆68Updated 3 years ago
- ☆57Updated 2 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆270Updated last year
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆72Updated 3 years ago
- Repo for testing foundation models☆55Updated last year
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆90Updated 2 years ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆160Updated 5 months ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆56Updated 2 years ago
- ☆52Updated 8 months ago
- Image/Scene Classification for RemoteSensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf☆15Updated 3 years ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆173Updated 2 years ago
- Satellite cloud removal with Deep Image Prior.☆68Updated last year
- Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951☆95Updated 5 months ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆63Updated 5 months ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆106Updated last year
- Repository for SEN12MS related codes and utilities☆120Updated last year
- A PyTorch-based tool to generate clouds for satellite images.☆138Updated last year
- Quick start in OpenEarthMap☆74Updated 2 years ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆72Updated 2 years ago
- ☆132Updated last year
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆164Updated 4 months ago
- codes and data for learning from sparse annotations☆56Updated 4 years ago
- Automatically create machine learning datasets from satellite images☆44Updated 3 years ago
- resources as addition to the updated version of the SSL4EO-S12 dataset, cf. https://arxiv.org/abs/2503.00168☆22Updated 8 months ago
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆155Updated 9 months ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated 2 years ago
- Towards a Unified Copernicus Foundation Model for Earth Vision☆112Updated 2 months ago
- Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition☆52Updated 2 years ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆178Updated last year
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆66Updated 2 years ago