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Machine Learning
Tools tagged with "Machine Learning"
Popular Categories:
Data
474
Tooling
328
Open Source Software
234
Companies
47
Online Courses
26
Blogs, Newsletters, and Podcasts
18
Hardware and Sensors
4
Books
6
Conferences and Workshops
6
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Nearmap
Turn location data into insightful answers with high-resolution aerial maps and location intelligence.
Companies
sits
Satellite image time series analysis for Earth Observation data cubes.
Open Source Software
Tooling
R for Geographic Data Science
An open-source online book providing an introduction to geographic data science using R.
Books
+2 more
LILA BC
A curated list of conservation-related labeled datasets not hosted on LILA.
Data
MetNet (openclimatefix)
A PyTorch implementation of Google Research's MetNet and MetNet-2 for advanced weather forecasting.
Open Source Software
Computer Vision Group - Datasets
Providing diverse datasets for research in computer vision, image processing, and pattern recognition.
Data
probreg
A Python package for robust point cloud registration using various probabilistic models.
Open Source Software
Awesome-Super-Resolution
A curated collection of papers, data, and repositories related to super-resolution.
Open Source Software
Geocomputation with Python
Learn to work with geographic data in Python through practical, open-source geocomputation.
Books
Open Source Software
Deepparse
A state-of-the-art deep learning library for parsing multinational street addresses.
Open Source Software
SpeciesNet
AI models for classifying wildlife in images from motion-triggered camera traps.
Open Source Software
Tooling
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM).
Open Source Software
Tooling
S1FloodFinder
ML Flood Finder Package for Sentinel 1 (SAR) Imagery
Open Source Software
Tooling
Project AirSim
Microsoft's advanced simulation platform for building, training, and testing autonomous systems.
Open Source Software
Tooling
RoadDetections
Microsoft offers a global dataset of road detections derived from Bing Maps aerial imagery, freely available for download.
Data
Open Source Software
OpenCV
OpenCV provides a real-time optimized Computer Vision library, tools, and hardware for ML and AI applications.
Open Source Software
Tooling
LILA BC
A comprehensive platform offering extensive labeled datasets of wildlife imagery for machine learning and computer vision research.
Data
Awesome Geospatial Embeddings
A curated list of papers focusing on geospatial embeddings for Earth data representation.
Data
Open Source Software
LiveEO
LiveEO delivers satellite-powered infrastructure and supply chain monitoring, helping organizations detect risks, ensure compliance, and act faster.
Companies
BlackSky
Delivering real-time global intelligence and insights through a constellation of Earth observation satellites.
Companies
GeoSpy
Unlock the power of AI image intelligence for precise photo geolocation.
Companies
Tooling
GeoAI Essentials
A learning plan to integrate AI, ML, and DL with GIS for solving geographic problems.
Online Courses
Hexagon
Hexagon measures the world and shapes its future.
Companies
+2 more
graph_weather
Graph-based weather forecasting models implemented in PyTorch.
Open Source Software
Tooling
Microsoft GlobalMLBuildingFootprints
Worldwide building footprints derived from satellite imagery, freely available for global use.
Data
Geolocation-OSINT
Improve your Geolocation skills with this comprehensive list of OSINT resources.
Open Source Software
Tooling
The MapScaping Podcast
Exploring GIS, geospatial, and remote sensing through expert interviews and discussions on the latest technology.
Blogs, Newsletters, and Podcasts
Sentinel-2
Access high-resolution optical imagery from the Sentinel-2 mission, freely available on the Registry of Open Data on AWS.
Data
Jing Wei
Provides high-resolution, long-term global and China-specific datasets for ground-level air pollutants using artificial intelligence.
Data
Delineate Anything
A resolution-agnostic foundation model for field boundary delineation on satellite imagery.
Open Source Software
Tooling
Tech Blog
Benchmarks & Tips for Big Data, Hadoop, AWS, Google Cloud, PostgreSQL, Spark, Python & More...
Blogs, Newsletters, and Podcasts
+2 more
WorldCereal
An open, user-friendly, and customizable global crop mapping system supporting global food security.
Data
Tooling
Satlas Super Resolution
Provides open AI-generated global super-resolution geospatial imagery, updated frequently.
Data
+2 more
Mapbox
APIs and SDKs for AI-powered maps, navigation, search, and geospatial data.
Companies
Tooling
SensatUrban
An urban-scale point cloud dataset for semantic segmentation research with billions of annotated points.
Data
Spatial Data Science Conference
Bringing together Geospatial, Analytics & Data Science professionals to discuss advances in spatial analytics.
Conferences and Workshops
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