Tools tagged with "Machine Learning"

GoldenEye provides a unified interface for geospatial vision-language models, enabling rapid deployment with minimal code.

A data-oriented pansharpening model designed to enhance the spatial resolution of satellite imagery through image fusion.

Provides current news and updates on developments within the geospatial industry.

A blog exploring advanced drone LiDAR mapping, AI segmentation, and UAS operational insights for geospatial professionals.

An open-source SDK designed for logging, storing, querying, and visualizing diverse multimodal and multi-rate data streams.

A unified framework for end-to-end segmentation of forest LiDAR 3D point clouds.

This course provides essential Machine Learning skills tailored for Earth Observation research.

A pan-European label dataset providing harmonized crop type information for large-scale agricultural classification.

A community-sourced repository providing standardized, machine-learning-ready imagery and annotations for coral reef conservation.

A global, temporal dataset tracking solar and wind energy installations using satellite imagery and deep learning.

Provides free online courses focused on Earth Observation, remote sensing, and geospatial applications.

A powerful Python package for integrating artificial intelligence with geospatial data analysis and visualization.

A standard for curating, sharing, and combining large-scale Earth Observation datasets for AI and ML.

An acceleration framework for 3D Gaussian Splatting, significantly reducing training times while maintaining high rendering quality.

A Substack publication delivering news, technical posts, and research focused on Earth Observation.

A Python toolkit designed for fine-tuning Geospatial Foundation Models (GFMs) for various applications.

A curated, long list of geospatial tools and resources on GitHub.

A Modern Library for 3D Data Processing

Generate and process large-scale geospatial datasets with Google Earth Engine for AI research.

A leading cloud-native GIS software and online mapping platform for speed, simplicity, and collaboration.

AI-powered geo-location analysis using Google's Gemini API to uncover photo locations.

The Agentic GIS Platform for scalable spatial analysis in your cloud ecosystem.

This dataset provides comprehensive biodiversity information, accessible through the Microsoft Planetary Computer for environmental analysis.

Equator empowers housing professionals with accurate site data and AI-driven proposal generation for land development.

A comprehensive dataset of annual satellite embeddings, provided as Cloud-Optimized GeoTIFF (COG) files.

Access detailed population density maps for humanitarian and development efforts.

Maps Are Everywhere. These are conversations with those building them.

Collating all open-source datasets, software tools and deployment platforms related to open-source agriculture.

Forging the new frontier of spatial intelligence to unlock a more autonomous, interoperable world.

Finding the materials of the future with AI and HI for critical mineral exploration.

Fusing irregular and asynchronous SAR-optical time series to reconstruct reflectance at any given time.

CDrone provides a synthetic drone dataset and data augmentation for monocular 3D object detection.

A C library for parsing and normalizing street addresses worldwide using statistical NLP.

A collaborative deep learning framework for conservation, enabling the creation and sharing of AI models.

Provides spaceborn precipitation estimates for Africa using deep learning and geostationary imagery.

Current, historical, and projected climate data for North America, South America, Europe, and Africa.