biasvariancelabs / aitlas-arenaLinks
An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation (EO)
☆88Updated 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☆70Updated 3 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆91Updated 2 years ago
- Repo for testing foundation models☆55Updated 2 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆277Updated last year
- ☆58Updated 2 years ago
- Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951☆95Updated 7 months ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆166Updated 6 months ago
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆72Updated 3 years ago
- Satellite cloud removal with Deep Image Prior.☆69Updated last year
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆176Updated 2 years ago
- Repository for SEN12MS related codes and utilities☆126Updated last year
- ☆53Updated 10 months ago
- ☆132Updated last year
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆170Updated 11 months ago
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆170Updated 6 months ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆56Updated 2 years ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆73Updated 2 years ago
- ☆89Updated last year
- codes and data for learning from sparse annotations☆56Updated 4 years ago
- ☆223Updated 4 years ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆44Updated 2 years ago
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆188Updated last year
- Image/Scene Classification for RemoteSensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf☆15Updated 3 years ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆108Updated last year
- This repo contains codes, scripts, documents, etc, that are deliverables and helpers for the synthetic satellite imagery project from Mic…☆27Updated 2 years ago
- Official repository of the ben-ge Earth Observation dataset☆18Updated 2 years ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆63Updated 2 weeks ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆178Updated last year
- A PyTorch-based tool to generate clouds for satellite images.☆142Updated last year
- ☆36Updated 2 years ago