Tools tagged with "Machine Learning"

Access high-resolution optical imagery from the Sentinel-2 mission, freely available on the Registry of Open Data on AWS.

Provides high-resolution, long-term global and China-specific datasets for ground-level air pollutants using artificial intelligence.

A resolution-agnostic foundation model for field boundary delineation on satellite imagery.

Benchmarks & Tips for Big Data, Hadoop, AWS, Google Cloud, PostgreSQL, Spark, Python & More...

An open, user-friendly, and customizable global crop mapping system supporting global food security.

Provides open AI-generated global super-resolution geospatial imagery, updated frequently.

APIs and SDKs for AI-powered maps, navigation, search, and geospatial data.

An urban-scale point cloud dataset for semantic segmentation research with billions of annotated points.

Bringing together Geospatial, Analytics & Data Science professionals to discuss advances in spatial analytics.

An open source 3D probabilistic geological and geophysical modelling platform.

Download global forest extent and change data derived from Landsat images for 2000-2014.

Kats, a lightweight, easy-to-use framework for comprehensive time series analysis.

Truly open breakthrough AI

A Python library for fast, accurate cloud and cloud shadow segmentation in satellite imagery.

AI-powered platform for automatic and manual 3D point cloud classification and analysis.

Advancing 3-D Modeling, Sensing, and Data Intelligence for Geospatial Applications.

Provides real-world computer vision benchmarks and datasets for autonomous driving research.

An open-source project for detecting mining activity using geospatial data.

See our planet better.

A curated list of ground-truth forest datasets for machine learning and forestry research.

A Python package for airborne RGB machine learning in ecology.

A comprehensive open-source library for advanced 2D/3D point cloud processing and analysis.

Refining Road Surfaces Beyond Planar Representations for Autonomous Driving and Virtual Worlds.

Freelancer in Remote Sensing, GIS, Data Science, and Python.

High-precision 3D map data and geospatial feature extraction using AI.

LIDAR Magazine provides the latest news, trends, and partnerships in the geospatial and LiDAR industries.

A PyTorch-based library for advanced time series forecasting.

A unique open-source machine learning dataset featuring real and synthetic satellite imagery for aircraft detection.

An open-source Multiple View Geometry library for 3D computer vision and Structure from Motion.

A general-purpose Structure-from-Motion and Multi-View Stereo pipeline.

A Python library for computing geometric features from point cloud data.

A curated list of resources for mineral exploration leveraging machine learning techniques.

A global dataset providing quarterly estimates of building density and height using machine learning.

A large-scale trash dataset for computer vision, enabling AI to detect and combat litter.

Better, faster, and cheaper Earth observation with responsible AI

An open-source, low-tech solution for early wildfire detection and management.