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

Python 3,333 1,074 Updated Jul 28, 2024

Train a deep learning net with OpenStreetMap features and satellite imagery.

Python 1,318 182 Updated Mar 13, 2017

A curated list of resources focused on Machine Learning in Geospatial Data Science.

489 129 Updated Jun 21, 2018

Jupyter Notebook examples for our Data Cube capable algorithms and functions

Jupyter Notebook 55 27 Updated Oct 6, 2023

🌐 List & Map of 700+ companies for geospatial jobs (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

Python 702 76 Updated Jul 27, 2024

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Python 2,006 382 Updated Aug 27, 2020

Techniques for deep learning with satellite & aerial imagery

8,185 1,417 Updated Jul 11, 2024

Sample scripts and notebooks on processing satellite imagery Python Geospatial raster

Jupyter Notebook 181 86 Updated Jun 6, 2022

USC urban data science course series with Python and Jupyter

Jupyter Notebook 1,258 486 Updated Apr 28, 2024

A collection of tools to work with Google Earth Engine Python API

Python 506 121 Updated Jun 30, 2024

Sentinel Hub Cloud Detector for Sentinel-2 images in Python

Python 415 90 Updated Jan 10, 2024

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

1,418 459 Updated Jul 20, 2024

[DEPRECATED] Data pipeline for machine learning with OpenStreetMap

JavaScript 169 32 Updated Oct 12, 2018

Data Preparation for Satellite Machine Learning

Python 456 110 Updated Oct 3, 2023

Approaching (Almost) Any Machine Learning Problem

6,957 1,020 Updated Mar 25, 2023

GeoNode is an open source platform that facilitates the creation, sharing, and collaborative use of geospatial data.

JavaScript 1,417 1,117 Updated Jul 26, 2024

Manipulation and analysis of geometric objects

Python 3,770 560 Updated Jul 27, 2024

crop classification using deep learning on satellite images

Jupyter Notebook 93 34 Updated Jan 18, 2021

WhiteboxTools Python Frontend

Python 372 67 Updated Jul 16, 2024

Easily convert matplotlib plots from Python into interactive Leaflet web maps.

Python 522 77 Updated Mar 20, 2022

Global shoreline mapping tool from satellite imagery

Jupyter Notebook 656 246 Updated Jul 26, 2024

High-level geospatial data visualization library for Python.

Python 1,140 96 Updated Jun 8, 2024

Tool to convert geopandas vector data into rasterized xarray data.

Python 331 26 Updated Jun 26, 2024

ArcGIS built-in python raster functions for deep learning to get you started fast.

Python 186 87 Updated Jul 12, 2024

Download and process satellite imagery in Python using Sentinel Hub services.

Python 798 245 Updated Apr 26, 2024

Context geo-tiles in Python

Jupyter Notebook 503 81 Updated Jul 12, 2024

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

Jupyter Notebook 435 128 Updated Jul 26, 2024

A curated list of Google Earth Engine resources

923 188 Updated Apr 30, 2024

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Python 385 48 Updated Aug 30, 2020

curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data

536 69 Updated Mar 8, 2024
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