geospatial-machine-learning
by deepVector
A curated list of resources focused on Machine Learning in Geospatial Data Science.
AI summary
Geospatial ML collection
Curated resources and code projects for machine learning in geospatial data science
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Similar projects
Found by comparing what the projects do, not just their names.
Geo ML Framework
A framework for building geospatial machine learning models that fuse multiple datasets to gain insights into agriculture and sustainability
Deep shape learning resources
A curated list of resources and papers on deep learning solutions for processing 3D shapes
Geospatial guide
Educational material on cloud native geospatial technologies
ML toolkit
Tools for building machine learning solutions on satellite imagery
Geospatial mapper
Provides high-quality AI-generated geospatial data by applying deep learning models to satellite imagery, enabling accurate and frequent mapping of the Earth's landmass.
Geospatial tutorial
An online textbook providing core geospatial functionality in Python, covering topics such as data handling, remote sensing, and machine learning.
Geometry library
A set of classes and data structures to ensure compatibility among R geospatial processing functions.
Change Detection
Automatically inferring 2D and 3D change detection maps from bitemporal optical images without relying on DSMs.
Geospatial datasets
A collection of geospatial data and supporting documentation for environmental sustainability and Earth science applications
Remote sensing imaging model
Developing deep learning models for Earth Observation using remote sensing images
Digital simulator
An application that simulates physical assets' performance under future flood scenarios using geographic data and machine learning models.
Hyperspectral classification
Developing Deep Learning models for classifying land covers in hyperspectral images using Neural Networks
Satellite image annotator
Develops deep learning models to classify and annotate pixel-level details in satellite images
Data Science Guides
A collection of resources and cheatsheets for learning and practicing data science
Geospatial chart library
A customizable geospatial visualization chart library using Mapbox and TypeScript
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