Python remote-sensing

Open-source Python projects categorized as remote-sensing

Top 20 Python remote-sensing Projects

remote-sensing
  • sahi

    Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

    Project mention: How to Detect Small Objects | dev.to | 2024-04-22

    An alternative to this is to leverage existing object detection, apply the model to patches or slices of fixed size in our image, and then stitch the results together. This is the idea behind Slicing-Aided Hyper Inference!

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  • geemap

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

  • torchgeo

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

    Project mention: FLaNK Stack Weekly for 20 Nov 2023 | dev.to | 2023-11-20
  • qgis-earthengine-examples

    A collection of 300+ Python examples for using Google Earth Engine in QGIS

  • awesome-spectral-indices

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

  • ChangeDetectionRepository

    This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, such as SiamCRNN, DSFA, and some FCN-based methods.

  • whitebox-python

    WhiteboxTools Python Frontend

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • eoreader

    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

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

    Project mention: LogoScale – A method for vectorizing small, crappy logos | news.ycombinator.com | 2023-09-09

    Yeah I'd be similarly curious how that was arrived at. ESRGAN was co-developed by a researcher at Tencent, who has been involved in a range of similar things.

    The only satellite related thing I saw in my brief searching is some separate project[1] based on ESRGAN used for satellite imagery.

    [1] https://github.com/Jakaria08/EESRGAN

  • WhiteboxTools-ArcGIS

    ArcGIS Python Toolbox for WhiteboxTools

  • detectree

    Tree detection from aerial imagery in Python

  • PyRate

    A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.

  • pylandtemp

    Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.

  • whiteboxgui

    An interactive GUI for WhiteboxTools in a Jupyter-based environment

  • dsm2dtm

    Generates DTM (Digital Terrain Model) from DSM (Digital Surface Model).

  • GeoCOCO

    Tool for converting GIS annotations to Microsoft's Common Objects In Context (COCO) datasets

    Project mention: GeoCOCO: Transform GIS annotations into COCO datasets for use in deep learning | news.ycombinator.com | 2023-09-21
  • ieo

    Irish Earth Observation (IEO) remote sensing data processing Python module

  • flood-sim

    This repo simulates water flooding.

  • RPi-NDVI

    NDVI using RPi camera

  • SaaSHub

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

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python remote-sensing discussion

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Python remote-sensing 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
  • Getting started with Google Earth Engine

    1 project | /r/gis | 11 Apr 2023
  • Vegetation Indices to determine the change in vegetation area using aerial images

    1 project | /r/remotesensing | 27 Feb 2023
  • PyRate: NEW Data - star count:158.0

    1 project | /r/algoprojects | 17 Dec 2022
  • PyRate: NEW Data - star count:158.0

    1 project | /r/algoprojects | 16 Dec 2022
  • PyRate: NEW Data - star count:158.0

    1 project | /r/algoprojects | 15 Dec 2022
  • A note from our sponsor - SaaSHub
    www.saashub.com | 18 Jul 2024
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Index

What are some of the best open-source remote-sensing projects in Python? This list will help you:

Project Stars
1 sahi 3,803
2 geemap 3,322
3 torchgeo 2,338
4 qgis-earthengine-examples 866
5 awesome-spectral-indices 816
6 ChangeDetectionRepository 447
7 whitebox-python 370
8 eoreader 271
9 EESRGAN 264
10 WhiteboxTools-ArcGIS 257
11 detectree 221
12 PyRate 198
13 pylandtemp 167
14 whiteboxgui 119
15 dsm2dtm 33
16 landsatlinks 16
17 GeoCOCO 5
18 ieo 5
19 flood-sim 4
20 RPi-NDVI 2

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