An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation (EO)
☆96Apr 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.☆232Jul 17, 2026Updated last month
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Apr 7, 2022Updated 4 years ago
- ☆48Aug 1, 2023Updated 3 years ago
- The WorldStrat Dataset☆286Mar 2, 2024Updated 2 years ago
- A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitori…☆25Aug 2, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Noisy-Pair Robust Representation Alignment for Positive-Unlabeled Learning (ICLR 2026)☆15Feb 24, 2026Updated 6 months 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 !☆78May 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
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆65Jan 6, 2026Updated 8 months ago
- Implementation of semi-supervised learning using PyTorch Lightning☆14Jul 25, 2024Updated 2 years ago
- Hyperspectral Imagery One Class Classification (ISPRS 2022 & TGRS 2023)☆13Jan 28, 2026Updated 7 months ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆299Apr 20, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Python package for the SliDEM project☆27Feb 8, 2024Updated 2 years ago
- [preprint] 🌍 COP-GEN: Latent Diffusion Transformer for Copernicus Earth Observation Data☆19Apr 28, 2026Updated 4 months ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆61Feb 4, 2025Updated last year
- Satellite cloud removal with Deep Image Prior.☆73Aug 13, 2024Updated 2 years ago
- ☆247Jun 30, 2024Updated 2 years ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆13May 16, 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
- Links and slides from the OpenGeoHub summer school 2023☆47Nov 20, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆10Feb 11, 2025Updated last year
- ☆38May 10, 2026Updated 3 months 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
- ☆17Mar 9, 2023Updated 3 years ago
- Codes of “Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification”☆11Aug 9, 2022Updated 4 years ago
- code for paper -- "Seamless Satellite-image Synthesis"☆19Jul 30, 2024Updated 2 years ago
- modified datasets for remote sensing image caption☆12Apr 23, 2019Updated 7 years ago
- ☆19Jul 9, 2026Updated last month
- ☆18Aug 11, 2026Updated 3 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Masked Autoencoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data☆49Aug 3, 2026Updated last month
- Code accompanying the article "Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images"☆13Feb 23, 2022Updated 4 years ago
- Multimodal fusion☆22Dec 25, 2024Updated last year
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data☆4,173Updated this week
- Framework to train semantic segmentation models on Pytorch using yaml config files☆21Updated this week
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple …☆27Aug 8, 2023Updated 3 years ago
- Awesome Environmental Geospatial is a curated collection of cutting-edge tools, resources, and projects that harness the power of geospat…☆19Mar 18, 2025Updated last year