Alternatives and similar repositories for raster4ml

Users that are interested in raster4ml are comparing it to the libraries listed below

• mapaction / flood-mapping-tool

  View on GitHub
  ☆25Jun 23, 2025Updated 7 months ago
• jgrss / geowombat

  View on GitHub
  GeoWombat: Utilities for geospatial data
  ☆198Updated this week
• gjoseph92 / geogif

  View on GitHub
  Turn xarray timestacks into GIFs
  ☆100Jan 24, 2025Updated last year
• weiji14 / zen3geo

  View on GitHub
  The 🌏 data science library you've been waiting for~
  ☆85Apr 12, 2024Updated last year
• openlandmap / scikit-map

  View on GitHub
  Scikit-learn applied to mapping and spatial prediction
  ☆55Feb 2, 2026Updated last week
• wherobots / GeoTorchAI

  View on GitHub
  GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
  ☆511Oct 22, 2023Updated 2 years ago
• antonkout / phenology_tools

  View on GitHub
  A repository folder regarding phenology extraction scripts utilizing existing packages (i.e. TIMESAT, CropPhenology) and proposing new me…
  ☆13Aug 24, 2021Updated 4 years ago
• bopen / xarray-sentinel

  View on GitHub
  Xarray backend to Copernicus Sentinel-1 satellite data products
  ☆236Nov 6, 2025Updated 3 months ago
• avanetten / shackleton

  View on GitHub
  ☆21Sep 1, 2022Updated 3 years ago
• earthrise-media / food-security

  View on GitHub
  Visualizing data to better monitor issues around food security
  ☆14Nov 28, 2024Updated last year
• ESDS-Leipzig / cubo

  View on GitHub
  On-Demand Earth System Data Cubes (ESDCs) in Python
  ☆200May 2, 2025Updated 9 months ago
• canturan10 / satellighte

  View on GitHub
  📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !
  ☆78May 30, 2023Updated 2 years ago
• developmentseed / titiler-lambda-layer

  View on GitHub
  AWS Lambda layer for TiTiler
  ☆16Aug 27, 2025Updated 5 months ago
• TerrainWorks-Seattle / ForestedWetlands

  View on GitHub
  Code for building raster files of elevation derivatives, python and R scripts for using these rasters for building and applying random fo…
  ☆28Feb 11, 2025Updated last year
• opengeos / aws-open-data-geo

  View on GitHub
  A list of open geospatial datasets on AWS
  ☆302Feb 7, 2026Updated last week
• earthpulse / pytorchEO

  View on GitHub
  PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.
  ☆49Apr 30, 2025Updated 9 months ago
• ESA-WorldCover / esa-worldcover-datasets

  View on GitHub
  Documents and tutorials regarding the ESA WorldCover datasets
  ☆33Nov 24, 2022Updated 3 years ago
• aazuspan / wxee

  View on GitHub
  A Python interface between Earth Engine and xarray for processing time series data
  ☆214Aug 23, 2025Updated 5 months ago
• opengeos / solara-geospatial

  View on GitHub
  A collection of solara web apps for geospatial applications
  ☆125Sep 8, 2023Updated 2 years ago
• stac-utils / pystac-client

  View on GitHub
  Python client for searching STAC APIs
  ☆194Feb 4, 2026Updated last week
• spatialthoughts / projects

  View on GitHub
  ☆29Nov 4, 2025Updated 3 months ago
• cogeotiff / rio-faux

  View on GitHub
  No more excuse for not sharing your data!
  ☆32Apr 13, 2023Updated 2 years ago
• developmentseed / labs-gpt-stac

  View on GitHub
  Experimental: connect ChatGPT to a STAC API backend
  ☆53Apr 18, 2023Updated 2 years ago
• aazuspan / sankee

  View on GitHub
  Visualize classified time series data with interactive Sankey plots in Google Earth Engine
  ☆106Jun 25, 2025Updated 7 months ago
• MAAP-Project / stac_ipyleaflet

  View on GitHub
  ☆29Jan 30, 2024Updated 2 years ago
• darrenwiens / stac-nb

  View on GitHub
  STAC in Jupyter Notebooks
  ☆35Oct 22, 2022Updated 3 years ago
• DahnJ / Awesome-DEM

  View on GitHub
  Overview of Digital Elevation Model (DEM) datasets
  ☆428May 25, 2024Updated last year
• nsidc / earthaccess

  View on GitHub
  Python Library for NASA Earthdata APIs
  ☆579Updated this week
• actinia-org / actinia-core

  View on GitHub
  Actinia Core is an open source REST API for scalable, distributed, high performance processing of geographical data that uses mainly GRAS…
  ☆94Updated this week
• awesome-spectral-indices / awesome-spectral-indices

  View on GitHub
  A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
  ☆1,074Jan 14, 2026Updated last month
• geocompx / geocompy

  View on GitHub
  Geocomputation with Python: an open source book
  ☆432Jan 28, 2026Updated 2 weeks ago
• williamlidberg / Whitebox-tutorial

  View on GitHub
  This tutorial demonstrates how to extract streams and watersheds from high resolution digital elevation models
  ☆26Jan 15, 2024Updated 2 years ago
• TUDelftGeodesy / sarxarray

  View on GitHub
  Xarray extension for Synthetic Aperture Radar (SAR) data
  ☆21Updated this week
• Spatial-Data-Science-and-GEO-AI-Lab / GreenEx_Py

  View on GitHub
  This is a python toolkit and developer version package to estimate multidimensional aspects of greenness and nature exposure, such as ava…
  ☆12Aug 27, 2023Updated 2 years ago
• TZCRC / AIAIA

  View on GitHub
  AI-Assisted-Imagery-Analysis - the project was funded by Microsoft AI for Earth and Global Wildlife Conservation. Project output: https:/…
  ☆17Feb 20, 2021Updated 4 years ago
• gdal4al / gdal-examples

  View on GitHub
  This is a repository for the Geospatial Data Abstraction Library (GDAL) and it's applications, examples and discussions in the world of s…
  ☆10May 28, 2023Updated 2 years ago
• sjsrey / pysal-scipy22

  View on GitHub
  ☆15Jun 21, 2022Updated 3 years ago
• bair-climate-initiative / multiearth

  View on GitHub
  Download and access remote sensing data from any platform
  ☆157Jan 10, 2023Updated 3 years ago
• intake / intake-stac

  View on GitHub
  Intake interface to STAC data catalogs
  ☆112Jan 19, 2026Updated 3 weeks ago