srai

Geo embedding library

A Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks

Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks

GitHub

225 stars
11 watching
19 forks
Language: Python
last commit: about 1 month ago
Linked from 2 awesome lists

artificial-intelligencedata-sciencegeogeospatialmachine-learningpythonspatialspatial-analysissrai

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
allenai/satlas 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. 205
kraina-ai/quackosm A tool for reading OpenStreetMap PBF files into a format suitable for geospatial analysis and integration with cloud stacks 219
atiilla/geospy An AI-powered tool that analyzes image metadata to infer geographic locations. 201
mmann1123/pygis An online textbook providing core geospatial functionality in Python, covering topics such as data handling, remote sensing, and machine learning. 174
evetion/geoarrays.jl A Julia package that provides a simple interface to work with geospatial raster data. 51
jshilong/gpt4roi Training and deploying large language models on computer vision tasks using region-of-interest inputs 517
geoarrow/geoarrow-rs A library that enables efficient spatial operations on GeoArrow memory using vectorized geometry operations in multiple programming languages. 269
pysal/pysal A comprehensive Python library for geospatial data science and analysis, providing tools for spatial statistics, graph construction, and exploratory data analysis. 1,346
thegeekyasian/geo-assist A Java library for efficiently storing and querying spatial data using KD Trees. 212
urschrei/geopython A collection of notebooks and libraries for geospatial analysis and visualization using Python 352
kscottz/pythonfromspace An introduction to using satellite imagery with Python for data analysis and visualization. 454
jeremygelb/geocmeans A package to perform spatial fuzzy clustering algorithms and visualize results 27
kjordahl/scipy-tutorial-2015 Geospatial data tutorial using Python libraries for geographic data and computations 148
rgeo/rgeo A Ruby library for working with geospatial data and geometric operations 1,018
amstr1k/yii2-geography A Yii 2 module that provides a simple interface to access geographic data and integrate with geonames services 14