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.☆211May 8, 2026Updated last month
- 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☆44Jan 5, 2026Updated 5 months ago
- The WorldStrat Dataset☆280Mar 2, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆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
- Code for the paper "MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels"☆30Mar 5, 2025Updated last year
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆77May 30, 2023Updated 3 years ago
- 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…☆64Jan 6, 2026Updated 5 months 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 4 months 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.
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆294Apr 20, 2024Updated 2 years ago
- Multimodal fusion☆21Dec 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
- ☆242Jun 30, 2024Updated last year
- ☆17Mar 9, 2023Updated 3 years ago
- ☆19Oct 23, 2025Updated 7 months ago
- Repository of python-based Jupyter Notebooks for learning about using the Copernicus Sentinel-3 OLCI sensor for marine applications.☆18Mar 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
- 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.
- Links and slides from the OpenGeoHub summer school 2023☆47Nov 20, 2023Updated 2 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
- 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
- Code accompanying the article "Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images"☆13Feb 23, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆18May 6, 2026Updated last month
- Framework to train semantic segmentation models on Pytorch using yaml config files☆20Updated this week
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data☆4,064Updated this week
- ☆16Sep 3, 2025Updated 9 months ago
- COPC Viewer made in WebGPU☆11Jul 28, 2025Updated 10 months ago
- ☆22Sep 19, 2024Updated last year
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆84May 12, 2025Updated last year