Top 11 Python satellite-imagery Projects

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• torchgeo

  4 2,801 9.7 Python

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

  

  Project mention: My First Open Source Contribution @microsoft | dev.to | 2024-11-03

  Issue Worked On: Add Consistent Bands Metadata to Vision Transformer and ResNet Weights #2376 This week, I worked on a GitHub issue to add consistent band metadata across Vision Transformer (ViT) and ResNet weight classes in the torchgeo library. The goal was to ensure uniform metadata across different weight classes, specifically supporting various satellite datasets like Landsat and Sentinel.

• SaaSHub

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  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• awesome-spectral-indices

  4 886 6.8 Python

  A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

  

• sentinelhub-py

  3 822 6.6 Python

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

  

• localtileserver

  1 304 7.6 Python

  🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium

• Live-Earth-Wallpapers

  16 303 3.6 Python

  A collection of all earth related space Images in one script to set as your Desktop background.

• eoreader

  1 291 9.0 Python

  Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

  

• EESRGAN

  1 287 10.0 Python

  Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

• google-maps-at-88-mph

  4 125 2.1 Python

  Google Maps keeps old satellite imagery around for a while – this tool collects what's available for a user-specified region in the form of a GIF.

• earthacrosstime

  1 40 5.0 Python

  Mastodon/Twitter bot that posts videos showcasing how random locations in the world have changed since 1984.

• insat3d_imagen

  1 9 3.6 Python

  INSAT 3D satellite image processor

• meteor_corrector

  1 8 0.0 Python

  Polar satellite geometry corrector

Python satellite-imagery related posts

• Any tips or resources for vegetation analysis using 8 band imagery compared to 4 band?

  1 project | /r/gis | 2 May 2023

• Best indices to use for detecting shallow water

  1 project | /r/remotesensing | 28 Apr 2023

• Vegetation Indices to determine the change in vegetation area using aerial images

  1 project | /r/remotesensing | 27 Feb 2023

• Google Maps at 88mph: Google Maps keeps old satellite imagery around for a while – this Python-based tool collects what's available for a user-specified region in the form of a GIF

  1 project | /r/coolgithubprojects | 31 Aug 2022

• Machine Learning free courses online for earth science - suggestions?

  2 projects | /r/remotesensing | 18 Feb 2022

• The Empire State Building looks... interesting... in the 45-degree imagery on Google Maps

  1 project | /r/GoogleMaps | 16 Oct 2021

• GitHub - doersino/google-maps-at-88-mph: Google Maps keeps old satellite imagery around for a while – this tool collects what's available for a user-specified region in the form of a GIF.

  1 project | /r/bag_o_news | 10 Aug 2021
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