Awesome Geospatial

NumPy & SciPy for GPU

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Blender addons to make the bridge between Blender and geographic data

Python Data. Leaflet.js Maps.

A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images. 📷

Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

Python tools for geographic data

Geocoding library for Python.

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Solving the Traveling Salesman Problem using Self-Organizing Maps

Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

GeoAI: Artificial Intelligence for Geospatial Data

SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm

Project Page for "LISA: Reasoning Segmentation via Large Language Model"

Rasterio reads and writes geospatial raster datasets

An open source library and framework for deep learning on satellite and aerial imagery.

Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis

:earth_asia: Python Geocoder

MovingPandas - a Python library for movement data exploration and analysis

Earth observation processing framework for machine learning in Python

Python interface to PROJ (cartographic projections and coordinate transformations library)

High-level geospatial data visualization library for Python.

Build your own Raster dynamic map tile services

Specification for storing geospatial vector data (point, line, polygon) in Parquet

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Search and download Copernicus Sentinel satellite images

Spatial analysis algorithms for xarray implemented in numba

Fast, interactive geospatial data visualization in Jupyter.

Easy access to official spatial data sets of Brazil in R and Python

Geospatial extensions for Polars

Computer Vision in Python

A Python interface for the Generic Mapping Tools.

Kriging Toolkit for Python

Miami InSAR time-series software in Python

scalable analysis of images and time series

scikit-mobility: mobility analysis in Python

A free and open-source alternative to Google Elevation API. Host your own! https://open-elevation.com

Python Package for Airborne RGB machine learning

A light-weight, versatile XYZ tile server, built with Flask and Rasterio :earth_africa:

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

A utility to search, download and process Landsat 8 satellite imagery

Python module for hyperspectral image processing

Use Mapbox GL JS to visualize data in a Python Jupyter notebook

A Claude/Codex skill for geospatial data

Processing and gridding spatial data, machine-learning style

GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more

Simple, concise geographical visualization in Python