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Search results for python satellite imagery
python
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satellite-imagery
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176 search results found
Techniques
⭐
7,678
Techniques for deep learning with satellite & aerial imagery
Torchgeo
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2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
Felicette
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1,751
Satellite imagery for dummies.
Robosat
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1,639
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
Eo Learn
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1,064
Earth observation processing framework for machine learning in Python
Sentinelsat
⭐
930
Search and download Copernicus Sentinel satellite images
Awesome Spectral Indices
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761
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
Sentinelhub Py
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753
Download and process satellite imagery in Python using Sentinel Hub services.
Landsat Util
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617
A utility to search, download and process Landsat 8 satellite imagery
Notebooks
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567
interactive notebooks from Planet Engineering
Ternausnetv2
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500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Dea Notebooks
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399
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray
Eemont
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383
A python package that extends Google Earth Engine.
Open Solution Mapping Challenge
⭐
363
Open solution to the Mapping Challenge 🌎
Label Maker
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358
Data Preparation for Satellite Machine Learning
Changeformer
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335
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
Pythonfromspace
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298
Python Examples for Remote Sensing
Eodag
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278
Earth Observation Data Access Gateway
Live Earth Wallpapers
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269
A collection of all earth related space Images in one script to set as your Desktop background.
Localtileserver
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264
🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium
Eoreader
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240
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
Python Resources For Earth Sciences
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231
A Curated List of Python Resources for Earth Sciences
Xarray Sentinel
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210
Xarray backend to Copernicus Sentinel-1 satellite data products
Bv
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203
Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.
Waternet
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202
A convolutional neural network that identifies water in satellite images.
Aerialbot
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197
A simple yet highly configurable Mastodon/Twitter bot that posts geotagged aerial imagery of a random location in the world.
Keras Unet
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194
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
Eesrgan
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191
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
Maxar Open Data
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186
The Maxar Open Data STAC Catalog in CSV, GeoJSON, and MosaicJSON formats
Spyndex
⭐
171
Awesome Spectral Indices in Python.
Delta
⭐
169
Deep Learning for Satellite Imagery
Goes2go
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149
Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.
Kaggle_dstl_submission
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146
Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge
Danesfield
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136
Kitware's system for 3D building reconstruction for the IARPA CORE3D program
Satellite_imagery_python
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126
Sample sample scripts and notebooks on processing satellite imagery
Pytseb
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125
A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data
Satellite_imagery_analysis
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123
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
Satellite Image Object Detection
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107
YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).
Iris
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105
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
Dsen2 Cr
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101
DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.
Mumbai Slum Segmentation
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90
Mumbai slum segmentation and change detection on statellite images.
Building Footprint Segmentation
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86
Building footprint segmentation from satellite and aerial imagery
Scikit Eo
⭐
83
A Python package for Remote Sensing Data Analysis
Change Detection In Satellite Imagery
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83
It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.
Google Maps At 88 Mph
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83
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.
Hyperspectral_image_analysis_simplified
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77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
Satnerf
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76
Satellite Neural Radiance Fields
Geedim
⭐
68
Search, composite, and download Google Earth Engine imagery.
Xrit Rx
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62
📡 Receive images from weather satellite GEO-KOMPSAT-2A (GK-2A).
Ee_extra
⭐
57
A ninja python package that unifies the Google Earth Engine ecosystem.
Geotile
⭐
56
GeoTile is the python library for tiling the geographic raster data (eg. Tiff etc)
Landsat578
⭐
55
Very simple API to download Landsat [1-5, 7, 8] data from Google
Pixel Decoder
⭐
53
A tool of running deep learning algorithms for semantic segmentation with satellite imagery
Sat Extractor
⭐
52
Extract Satellite Imagery from public constellations at scale
Sen12ms Cr Ts
⭐
50
Start_maja
⭐
48
To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor
Fetchlandsatsentinelfromgooglecloud
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48
Find and download Landsat and Sentinel-2 data from the public Google Cloud
Dea Coastlines
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47
Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale
Resonantgeodata
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47
🗂️ 🔍 Geospatial Data Management and Search API - Django Apps
Land Cover To Land Use Classification
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47
Satellite image processing pipeline to classify land-cover and land-use
Radiant Mlhub
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46
A Python client for the Radiant MLHub API (https://mlhub.earth).
Satellite Image Analysis
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45
An introduction to script-based satellite image processing using Python
Sift
⭐
45
A visualization application for satellite imagery
Scanaerial
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44
Fuzzy Select plugin for JOSM
Label Pixels
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42
Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed for extracting the road network from remote sensing imagery and now, it can be used to extract different features from remote sensing imagery.
Segmentation_gym
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39
A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using https://github.com/Doodleverse/dash_doodler
Xview2_solution
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39
2nd place solution for Xview2 challenge https://xview2.org/
Geospatial Cosicorr3d
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37
Tools and libraries for processing satellite images (push-broom, frame and push-frame), including rigorous sensor model (RSM) refinement, rational function model (RFM) refinement, orthorectification, sub-pixel image correlation, and 3D surface displacement extraction.
Ergo Planes Detector
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37
🧠✈️ An ergo based project that relies on a convolutional neural network to detect airplanes from satellite imagery.
Unmixing
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37
Interactive tools for spectral mixture analysis of multispectral raster data in Python
Sen2nbar
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37
Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python
Rio Cloudmask
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36
Rasterio plugin for identifying clouds in multi-spectral satellite imagery
Lolmanuscriptmonday
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36
This is a record of all the Manuscript Monday links!
Eoxserver
⭐
36
EOxServer is a Python application and framework for presenting Earth Observation (EO) data and metadata.
Rgeedim
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36
Search, composite, and download 'Google Earth Engine' imagery with the 'Python' module 'geedim'
Downscale Satellitelst
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35
A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.
Land Cover Analysis
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35
Land Cover Change Detection using Satellite Image Segmentation.
Deepdespeckling
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35
Unstructured Change Detection Using Cnn
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34
Unstructured Change detection in satellite imagery
Forecastveg
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34
A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python
Pybay2017
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34
Python Tools for processing Space Imagery
Waf_ml_tutorial_part1
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33
Python code to assist in familiarizing meteorologists with machine learning
Multi3net
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32
Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery
Satip
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31
Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
Wagl
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30
Python library for standardising satellite imagery into an Analysis Ready Data (ARD) form
Pyrsgis
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30
This repository cointains the source code of the 'pyrsgis' Python package.
Urban3d
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30
USSOCOM Urband 3D mapper Marathon Match
Geetiles
⭐
29
download Google Earth Engine datasets to tiles as geotiff arrays
Earthacrosstime
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29
Mastodon/Twitter bot that posts videos showcasing how random locations in the world have changed since 1984.
Unetseg
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26
U-Net semantic segmentation for satellite imagery
Earthio
⭐
26
Data reader utilities for machine learning on satellite imagery and Earth science data
Himawari Rx
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24
📡 Receive images from weather satellite Himawari-8 via HimawariCast.
Planesnet Detector
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23
Detect airplanes in Planet imagery using machine learning
Uncrtaints
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23
Biomassters
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22
An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery. [NeurIPS 2023 Datasets & Benchmarks Track]
Shareloc
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22
Shareloc, a simple remote sensing geometric library
Ship Detection
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22
Detecting ships from the satellite images using the YOLO algorithm
Eodms Cli
⭐
20
The EODMS CLI Python script is used to search, order and download imagery from the Earth Observation Data Management System using the REST API service.
Deep_typhoon
⭐
20
Analysis satellite images of typhoons in deep-learning (CNN).
Propertyclassification
⭐
20
Classifying the type of property given Real Estate, satellite and Street view Images
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