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The Top 288 Satellite Imagery Open Source Projects on Github

Categories > Mapping > Satellite Imagery
Awesome Satellite Imagery Datasets ⭐ 2,293
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Satellite Image Deep Learning ⭐ 1,668
Resources for deep learning with satellite & aerial imagery
Felicette ⭐ 1,665
Satellite imagery for dummies.
Robosat ⭐ 1,639
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
Sentinelsat ⭐ 662
Search and download Copernicus Sentinel satellite images
Awesome Earthobservation Code ⭐ 593
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
Sentinelhub Py ⭐ 538
Download and process satellite imagery in Python using Sentinel Hub services.
Worldview ⭐ 536
Interactive interface for browsing global, full-resolution satellite imagery
Ternausnetv2 ⭐ 500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Stac Spec ⭐ 457
SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable
Notebooks ⭐ 377
interactive notebooks from Planet Engineering
Label Maker ⭐ 358
Data Preparation for Satellite Machine Learning
Open Solution Mapping Challenge ⭐ 316
Open solution to the Mapping Challenge 🌎
Awesome Sentinel ⭐ 313
curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data
Torchsat ⭐ 285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
Instancesegmentation_sentinel2 ⭐ 224
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
Remote Sensing Deep Learning ⭐ 218
Bv ⭐ 203
Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.
Gfw ⭐ 202
Global Forest Watch: An online, global, near-real time forest monitoring tool
Geospatial Machine Learning ⭐ 196
A curated list of resources focused on Machine Learning in Geospatial Data Science.
Keras Unet ⭐ 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
Ossim ⭐ 189
Core OSSIM (Open Source Software Image Map) package including C++ code for OSSIM library, command-line applications, tests, and build system
Aerialbot ⭐ 167
A simple yet highly configurable bot that tweets geotagged aerial imagery of a random location in the world.
Highres Net ⭐ 159
Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.
Kaggle_dstl_submission ⭐ 146
Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge
R2cloud ⭐ 145
Decode satellite signals on Raspberry PI or any other 64-bit CPU.
S2p ⭐ 139
This repository is not maintained, please use https://github.com/centreborelli/s2p instead.
Ground Android ⭐ 139
Ground mobile data collection app for Android
Eemont ⭐ 135
A python package that extends Google Earth Engine.
Spaceeye ⭐ 133
Live satellite imagery for your desktop background
Modistsp ⭐ 124
An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
Georaster Layer For Leaflet ⭐ 119
Display GeoTIFFs and soon other types of raster on your Leaflet Map
Geetools Code Editor ⭐ 114
A set of tools to use in Google Earth Engine Code Editor (JavaScript)
Awesome Spectral Indices ⭐ 111
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
Satellite Image Object Detection ⭐ 107
YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).
Eodag ⭐ 102
Earth Observation Data Access Gateway
Rlandsat ⭐ 85
R Package to make Landsat8 data accessible
S2p ⭐ 81
Satellite Stereo Pipeline
Danesfield ⭐ 76
Kitware's system for 3D building reconstruction for the IARPA CORE3D program
Pytseb ⭐ 76
A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data
Geoblaze ⭐ 67
Blazing Fast JavaScript Raster Processing Engine
Hyperspectral_image_analysis_simplified ⭐ 64
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
Skeyenet ⭐ 62
Road and Building Segmentation in Satellite Imagery
Xarray Sentinel ⭐ 61
Xarray backend to Copernicus Sentinel-1 satellite data products
Laika ⭐ 58
Experiments with satellite image data
Xrit Rx ⭐ 57
📡 Receive images from weather satellite GEO-KOMPSAT-2A (GK-2A).
Spacenet_building_detection ⭐ 53
Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
Pixel Decoder ⭐ 53
A tool of running deep learning algorithms for semantic segmentation with satellite imagery
Fabric ⭐ 50
Urban change model designed to identify changes across 2 timestamps
Start_maja ⭐ 48
To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor
Land Cover To Land Use Classification ⭐ 47
Satellite image processing pipeline to classify land-cover and land-use
Fetchlandsatsentinelfromgooglecloud ⭐ 45
Find and download Landsat and Sentinel-2 data from the public Google Cloud
Geotiff.io ⭐ 44
Static website for viewing and analyzing GeoTIFF's in the browser
Ph Poverty Mapping ⭐ 44
Mapping Philippine Poverty using Machine Learning, Satellite Imagery, and Crowd-sourced Geospatial Information
Disasterwatch ⭐ 43
Access satelite imagery where it is needed
Satellite_imagery_analysis ⭐ 42
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
Building Detection Maskrcnn ⭐ 39
Building detection from the SpaceNet dataset by using Mask RCNN.
Predicting Poverty Replication ⭐ 39
A Python3 and PyTorch replication of Jean et al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty
Xview2_solution ⭐ 39
2nd place solution for Xview2 challenge https://xview2.org/
Deck.gl Raster ⭐ 37
deck.gl layers and WebGL modules for client-side satellite imagery analysis
Unmixing ⭐ 37
Interactive tools for spectral mixture analysis of multispectral raster data in Python
Scanaerial ⭐ 37
Fuzzy Select plugin for JOSM
Landsat578 ⭐ 36
Very simple API to download Landsat [1-5, 7, 8] data from Google
Georaster ⭐ 35
Wrapper around Georeferenced Rasters like GeoTIFF and soon JPG and PNG that provides a standard interface
Crop Type Detection Iclr 2020 ⭐ 35
Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020
Forecastveg ⭐ 34
A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python
Goes2go ⭐ 30
Download and read files from the NOAA GOES archive on AWS.
Hub ⭐ 30
MLHub.Earth is an open library of training data, models, and standards for applications of Machine Learning to Earth Observation run by Radiant.Earth
Rgistools ⭐ 27
Tools for Downloading, Customizing, and Processing Time Series of Satellite Images from Landsat, MODIS, and Sentinel
Kaggle Satellite Imagery Feature Detection ⭐ 24
Satellite Imagery Feature Detection (68 out of 419)
Earthacrosstime ⭐ 24
Twitter bot that posts videos showcasing how random locations in the world have changed since 1984.
Lightweight Temporal Attention Pytorch ⭐ 23
A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification
Satimage ⭐ 23
Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"
Planesnet Detector ⭐ 23
Detect airplanes in Planet imagery using machine learning
Planesnet ⭐ 22
Labeled training data for detection of aircraft in Planet satellite imagery
Ship Detection ⭐ 22
Detecting ships from the satellite images using the YOLO algorithm
Dsen2 Cr ⭐ 21
DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.
Imagery Index ⭐ 21
🛰 An index of aerial and satellite imagery useful for mapping
Open Impact ⭐ 20
To help quickstart impact work with Satellogic [hyperspectral] data
Deep_typhoon ⭐ 20
Analysis satellite images of typhoons in deep-learning (CNN).
Tutorial_viirs_part1 ⭐ 19
Tutorial for using nighttime imagery from Suomi NPP's VIIRS instrument
Shipsnet Detector ⭐ 19
Detect container ships in Planet imagery using machine learning
Cowc_car_counting ⭐ 18
Project to train/evaluate convolutional neural networks to count cars from COWC aerial images
U Net Satellite ⭐ 17
Road Detection from satellite images using U-Net.
Pyrsgis ⭐ 17
This repository cointains the source code of the 'pyrsgis' Python package.
Community Sprints ⭐ 17
This repo is used to organize and collaborate in sprints for code projects, hackathons, STAC and metadata specs development
Julia_geospatial ⭐ 16
Examples for a blog series on Geospatial Julia using ArchGDAL
Sentinel 5p ⭐ 16
Sentinel5P_Python
Radiant Mlhub ⭐ 15
A Python client for the Radiant MLHub API (https://mlhub.earth).
Sentinel_bot ⭐ 15
A twitter bot which processes raw sentinel data
Complex Valued Cnn ⭐ 14
Complex-valued Convolutional Neural Networks
Googleearthengine Side Projects ⭐ 14
Google Earth Engine side projects and tutorial scripts
Sentinel Util ⭐ 14
A CLI for downloading, processing, and making a mosaic from Sentinel-1, -2 and -3 data
Eoreader ⭐ 14
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and index in a sensor-agnostic way.
Image Classification ⭐ 14
Pre-trained VGG-Net Model for image classification using tensorflow
Tiffany ⭐ 13
A command-line tool for rendering to TIFF any Google Static Maps image
Building Footprint Segmentation ⭐ 12
Building footprint segmentation from satellite and aerial imagery
Planet Movement ⭐ 12
Find and process Planet image pairs to highlight object movement
Satellite Crosswalk Classification ⭐ 12
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification
Land Cover Analysis ⭐ 11
Land Cover Change Detection using Satellite Image Segmentation.
1-100 of 288 projects

Related Projects

Python Satellite Imagery Projects (131)
Remote Sensing Satellite Imagery Projects (75)
Deep Learning Satellite Imagery Projects (60)
Jupyter Notebook Satellite Imagery Projects (60)
Machine Learning Satellite Imagery Projects (40)
Python Remote Sensing Satellite Imagery Projects (39)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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