An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation (EO)
☆93Apr 19, 2024Updated 2 years ago
Alternatives and similar repositories for aitlas-arena
Users that are interested in aitlas-arena are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.☆214Updated this week
- Reference implementation for the climate segmentation benchmark, based on the Exascale Deep Learning for Climate Analytics work☆10May 6, 2020Updated 6 years ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Apr 7, 2022Updated 4 years ago
- Masked Autoencoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data☆45Jan 5, 2026Updated 6 months ago
- The WorldStrat Dataset☆282Mar 2, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆46Aug 1, 2023Updated 2 years ago
- A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitori…☆23Aug 2, 2022Updated 3 years ago
- [IGARSS 2022] CapFormer: Pure transformer for remote sensing image caption☆21Oct 6, 2022Updated 3 years ago
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆77May 30, 2023Updated 3 years ago
- Code for the paper "MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels"☆30Mar 5, 2025Updated last year
- Creates analysis read data (ARD) from sentinel data. Creates multi-modal and/or multi-temporal Sentinel-1 and Sentinel-2 ARD.☆13Mar 18, 2022Updated 4 years ago
- Implementation of semi-supervised learning using PyTorch Lightning☆14Jul 25, 2024Updated last year
- Hyperspectral Imagery One Class Classification （ISPRS 2022 & TGRS 2023）☆13Jan 28, 2026Updated 5 months ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆294Apr 20, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Multimodal fusion☆22Dec 25, 2024Updated last year
- Hydro -- A Foundation Model for Water in Satellite Imagery☆62Feb 4, 2025Updated last year
- Satellite cloud removal with Deep Image Prior.☆72Aug 13, 2024Updated last year
- ☆244Jun 30, 2024Updated 2 years ago
- ☆17Mar 9, 2023Updated 3 years ago
- ☆19Oct 23, 2025Updated 8 months ago
- Repository of python-based Jupyter Notebooks for learning about using the Copernicus Sentinel-3 OLCI sensor for marine applications.☆19Mar 16, 2026Updated 3 months ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆13May 16, 2020Updated 6 years ago
- Links and slides from the OpenGeoHub summer school 2023☆47Nov 20, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Decision Support System (DSS) based on the Graph Model for Conflict Resolution (GMCR).☆15Apr 4, 2020Updated 6 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆78Dec 7, 2022Updated 3 years ago
- Boundary delineation tool developed for its4land☆13Jan 16, 2020Updated 6 years ago
- This repo contains codes, scripts, documents, etc, that are deliverables and helpers for the synthetic satellite imagery project from Mic…☆27Sep 26, 2023Updated 2 years ago
- code for paper -- "Seamless Satellite-image Synthesis"☆17Jul 30, 2024Updated last year
- Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial image…☆73Mar 17, 2026Updated 3 months ago
- (AAAI24 oral) Implementation of RPPO(Risk-sensitive PPO) and RPBT(Population-based self-play with RPPO)☆12May 22, 2023Updated 3 years ago
- Codes of “Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification”☆11Aug 9, 2022Updated 3 years ago
- modified datasets for remote sensing image caption☆12Apr 23, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code accompanying the article "Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images"☆13Feb 23, 2022Updated 4 years ago
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple …☆27Aug 8, 2023Updated 2 years ago
- ☆18May 6, 2026Updated 2 months ago
- ☆38May 10, 2026Updated last month
- Framework to train semantic segmentation models on Pytorch using yaml config files☆21Jun 19, 2026Updated 2 weeks ago
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data☆4,090Updated this week
- ☆16Sep 3, 2025Updated 10 months ago