Awesome Open Source
Awesome Open Source
Combined Topics
satellite-imagery x

The Top 497 Satellite Imagery Open Source Projects

Categories > Mapping > Satellite Imagery
Satellite Image Deep Learning ⭐ 3,483
Resources for deep learning with satellite & aerial imagery
most recent commit 19 hours ago
Awesome Satellite Imagery Datasets ⭐ 2,698
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
most recent commit 2 months ago
Sahi ⭐ 1,792
A lightweight vision library for performing large scale object detection/ instance segmentation.
dependent packages 5total releases 76most recent commit 2 days agopypi sahi} Downloads
Felicette ⭐ 1,751
Satellite imagery for dummies.
total releases 14most recent commit 4 months ago
Robosat ⭐ 1,639
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
most recent commit 2 years ago
Eo Learn ⭐ 899
Earth observation processing framework for machine learning in Python
dependent packages 9total releases 29most recent commit 21 days agopypi eo-learn-core} Downloads
Awesome Earthobservation Code ⭐ 810
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
most recent commit 2 months ago
Sentinelsat ⭐ 774
Search and download Copernicus Sentinel satellite images
dependent packages 8total releases 40most recent commit 20 days agopypi sentinelsat} Downloads
Sentinelhub Py ⭐ 627
Download and process satellite imagery in Python using Sentinel Hub services.
dependent packages 4total releases 62most recent commit 14 days agopypi sentinelhub} Downloads
Landsat Util ⭐ 617
A utility to search, download and process Landsat 8 satellite imagery
total releases 21most recent commit 3 years ago
Worldview ⭐ 576
Interactive interface for browsing global, full-resolution satellite imagery
most recent commit 12 days ago
Stac Spec ⭐ 535
SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable
most recent commit 4 months ago
Ternausnetv2 ⭐ 500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
most recent commit 2 years ago
Notebooks ⭐ 448
interactive notebooks from Planet Engineering
most recent commit 12 days ago
Coastsat ⭐ 394
Global shoreline mapping tool from satellite imagery
most recent commit 14 days ago
Label Maker ⭐ 358
Data Preparation for Satellite Machine Learning
total releases 18most recent commit 2 years ago
Predicting Poverty ⭐ 325
Combining satellite imagery and machine learning to predict poverty
most recent commit 2 years ago
Awesome Spectral Indices ⭐ 320
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
most recent commit 19 days ago
Open Solution Mapping Challenge ⭐ 316
Open solution to the Mapping Challenge 🌎
most recent commit a year ago
Awesome Sentinel ⭐ 313
curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data
most recent commit 2 years ago
Pythonfromspace ⭐ 298
Python Examples for Remote Sensing
most recent commit 4 years ago
Torchsat ⭐ 285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
total releases 4most recent commit 2 years ago
Sits ⭐ 266
Satellite image time series in R
total releases 11most recent commit a month ago
Spaceeye ⭐ 250
Live satellite imagery for your desktop background
most recent commit 3 months ago
Look4sat ⭐ 249
Open-source satellite tracker and pass predictor for Android, inspired by Gpredict
most recent commit a month ago
Eemont ⭐ 248
A python package that extends Google Earth Engine.
dependent packages 1total releases 16most recent commit 17 days agopypi eemont} Downloads
Ossim ⭐ 234
Core OSSIM (Open Source Software Image Map) package including C++ code for OSSIM library, command-line applications, tests, and build system
most recent commit a month ago
Instancesegmentation_sentinel2 ⭐ 224
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
most recent commit 3 years ago
Remote Sensing Deep Learning ⭐ 222
most recent commit 9 months ago
Gfw ⭐ 217
Global Forest Watch: An online, global, near-real time forest monitoring tool
most recent commit 12 days ago
Bv ⭐ 203
Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.
most recent commit 5 years ago
Waternet ⭐ 202
A convolutional neural network that identifies water in satellite images.
most recent commit 5 years ago
Geospatial Machine Learning ⭐ 196
A curated list of resources focused on Machine Learning in Geospatial Data Science.
most recent commit 4 years ago
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
total releases 7most recent commit a year ago
Skynet Train ⭐ 185
Training and test the SegNet neural network on satellite imagery
most recent commit 4 years ago
R2cloud ⭐ 185
Decode satellite signals on Raspberry PI or any other 64-bit CPU.
most recent commit a day ago
Aerialbot ⭐ 181
A simple yet highly configurable bot that tweets geotagged aerial imagery of a random location in the world.
most recent commit 3 months ago
Yolt ⭐ 175
You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery
most recent commit 3 years ago
Eodag ⭐ 171
Earth Observation Data Access Gateway
dependent packages 4total releases 55most recent commit 7 days agopypi eodag} Downloads
Localtileserver ⭐ 168
🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium. Also a Flask application under the hood for use in lightweight web apps with CesiumJS
dependent packages 4total releases 32most recent commit 2 days agopypi localtileserver} Downloads
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.
most recent commit 2 years ago
Eesrgan ⭐ 150
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
most recent commit 4 months ago
Georaster Layer For Leaflet ⭐ 149
Display GeoTIFFs and soon other types of raster on your Leaflet Map
dependent packages 1total releases 44most recent commit 2 months agonpm georaster-layer-for-leaflet} Downloads
Ground Android ⭐ 148
Ground mobile data collection app for Android
most recent commit 6 days ago
Kaggle_dstl_submission ⭐ 146
Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge
most recent commit 4 years ago
Delta ⭐ 144
Deep Learning for Satellite Imagery
most recent commit 4 months ago
Xarray Sentinel ⭐ 143
Xarray backend to Copernicus Sentinel-1 satellite data products
dependent packages 1total releases 17most recent commit 11 days agopypi xarray-sentinel} Downloads
S2p ⭐ 139
This repository is not maintained, please use https://github.com/centreborelli/s2p instead.
most recent commit a year ago
Modistsp ⭐ 133
An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
total releases 17most recent commit 2 months ago
Satellite_imagery_python ⭐ 126
Sample sample scripts and notebooks on processing satellite imagery
most recent commit a month ago
Satellite_imagery_analysis ⭐ 123
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
most recent commit 2 months ago
Changeformer ⭐ 116
Official PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection
most recent commit 2 months ago
Ml4a Invisible Cities ⭐ 116
most recent commit 5 years ago
Cresi ⭐ 108
Road network extraction from satellite imagery, with speed and travel time estimates
most recent commit 5 months ago
S2p ⭐ 107
Satellite Stereo Pipeline
most recent commit 2 months ago
Awesome Forensicstools ⭐ 107
Awesome list of digital forensic tools
most recent commit 2 years ago
Satellite Image Object Detection ⭐ 107
YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).
most recent commit 5 years ago
Geoblaze ⭐ 99
Blazing Fast JavaScript Raster Processing Engine
dependent packages 4total releases 42most recent commit 2 months agonpm geoblaze} Downloads
Skeyenet ⭐ 94
Road and Building Segmentation in Satellite Imagery
most recent commit 2 months ago
Danesfield ⭐ 92
Kitware's system for 3D building reconstruction for the IARPA CORE3D program
most recent commit 4 months ago
Pytseb ⭐ 91
A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data
most recent commit a month ago
Mumbai Slum Segmentation ⭐ 90
Mumbai slum segmentation and change detection on statellite images.
most recent commit 3 years ago
Gdalcubes_r ⭐ 86
Creating and analyzing Earth observation data cubes in R
dependent packages 1total releases 15most recent commit 2 months ago
Rlandsat ⭐ 85
R Package to make Landsat8 data accessible
most recent commit 3 years ago
Google Maps At 88 Mph ⭐ 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.
most recent commit 9 months ago
Change Detection In Satellite Imagery ⭐ 83
It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.
most recent commit 3 years ago
Street Addresses ⭐ 80
Robocodes: Towards Generative Street Addresses from Satellite Imagery
most recent commit 4 years ago
Hyperspectral_image_analysis_simplified ⭐ 77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
most recent commit 9 months ago
Eoreader ⭐ 73
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
total releases 51most recent commit 11 days ago
Africa_poverty ⭐ 69
most recent commit 2 months ago
Urban Environments ⭐ 63
Code for constructing the urban environments dataset and for land use classification via convolutional neural networks
most recent commit 4 years ago
Goes2go ⭐ 62
Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.
total releases 3most recent commit 17 days ago
Dsen2 Cr ⭐ 62
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.
most recent commit 2 months ago
Xrit Rx ⭐ 62
📡 Receive images from weather satellite GEO-KOMPSAT-2A (GK-2A).
most recent commit 9 months ago
Eobrowser ⭐ 58
The Earth Observation Browser is a search tool for Sentinel-1, -2, -3, Landsat 5, 7, 8, Modis and Envisat satellite imagery
most recent commit 13 days ago
Laika ⭐ 58
Experiments with satellite image data
most recent commit 3 years ago
Satellite Imagery Datasets Containing Ships ⭐ 56
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
most recent commit 22 days ago
Spyndex ⭐ 56
Awesome Spectral Indices in Python.
most recent commit a month ago
Water Observatory Backend ⭐ 55
Monitoring water levels of lakes and reservoirs using satellite imagery
most recent commit a year ago
Landsat578 ⭐ 54
Very simple API to download Landsat [1-5, 7, 8] data from Google
total releases 58most recent commit 6 months ago
Spacenet_building_detection ⭐ 53
Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
most recent commit 3 years ago
Julia_geospatial ⭐ 53
Examples for a blog series on Geospatial Julia using ArchGDAL
most recent commit 6 months ago
Pixel Decoder ⭐ 53
A tool of running deep learning algorithms for semantic segmentation with satellite imagery
most recent commit 2 years ago
Ph Poverty Mapping ⭐ 53
Mapping Philippine Poverty using Machine Learning, Satellite Imagery, and Crowd-sourced Geospatial Information
most recent commit 5 months ago
Sat Extractor ⭐ 52
Extract Satellite Imagery from public constellations at scale
most recent commit 3 months ago
Basemaps ⭐ 52
NZ’s authoritative and open digital basemap service for LINZ and the public.
dependent packages 9total releases 37most recent commit 21 hours agonpm @basemaps/geo} Downloads
Deck.gl Raster ⭐ 50
deck.gl layers and WebGL modules for client-side satellite imagery analysis
total releases 6most recent commit a month ago
Predicting Poverty Replication ⭐ 50
A Python3 and PyTorch replication of Jean et al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty
most recent commit 5 months ago
Fetchlandsatsentinelfromgooglecloud ⭐ 48
Find and download Landsat and Sentinel-2 data from the public Google Cloud
total releases 9most recent commit 7 months ago
Start_maja ⭐ 48
To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor
most recent commit 2 years ago
Iris ⭐ 48
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
most recent commit 12 days ago
Deep Learning For Satellite Imagery ⭐ 48
Deep learning courses and projects
most recent commit 4 years ago
Resonantgeodata ⭐ 47
🗂️ 🔍 Geospatial Data Management and Search API - Django Apps
dependent packages 4total releases 46most recent commit 17 days agopypi django-rgd} Downloads
Land Cover To Land Use Classification ⭐ 47
Satellite image processing pipeline to classify land-cover and land-use
most recent commit 5 years ago
Utae Paps ⭐ 44
PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.
most recent commit 7 days ago
Geotiff.io ⭐ 44
Static website for viewing and analyzing GeoTIFF's in the browser
most recent commit 2 years ago
Georaster ⭐ 44
Wrapper around Georeferenced Rasters like GeoTIFF and soon JPG and PNG that provides a standard interface
dependent packages 3total releases 48most recent commit 5 months agonpm georaster} Downloads
Rs Net ⭐ 44
RS-Net is a cloud detection algorithm for satellite imagery
most recent commit 9 months ago
Disasterwatch ⭐ 43
Access satelite imagery where it is needed
most recent commit 4 years ago
Ee_extra ⭐ 41
A ninja python package that unifies the Google Earth Engine ecosystem.
dependent packages 2total releases 8most recent commit a day ago
1-100 of 497 projects
Categories
Advertising 📦 8
All Projects
Application Programming Interfaces 📦 107
Applications 📦 174
Artificial Intelligence 📦 69
Blockchain 📦 66
Build Tools 📦 105
Cloud Computing 📦 68
Code Quality 📦 24
Collaboration 📦 27
Command Line Interface 📦 38
Community 📦 79
Companies 📦 60
Compilers 📦 59
Computer Science 📦 73
Configuration Management 📦 37
Content Management 📦 153
Control Flow 📦 187
Data Formats 📦 72
Data Processing 📦 249
Data Storage 📦 116
Economics 📦 56
Frameworks 📦 178
Games 📦 110
Graphics 📦 92
Hardware 📦 137
Integrated Development Environments 📦 43
Learning Resources 📦 139
Legal 📦 24
Libraries 📦 117
Lists Of Projects 📦 19
Machine Learning 📦 313
Mapping 📦 57
Marketing 📦 15
Mathematics 📦 54
Media 📦 214
Messaging 📦 96
Networking 📦 292
Operating Systems 📦 72
Operations 📦 114
Package Managers 📦 50
Programming Languages 📦 173
Runtime Environments 📦 90
Science 📦 42
Security 📦 342
Social Media 📦 23
Software Architecture 📦 65
Software Development 📦 60
Software Performance 📦 53
Software Quality 📦 116
Text Editors 📦 40
Text Processing 📦 118
User Interface 📦 291
User Interface Components 📦 440
Version Control 📦 26
Virtualization 📦 63
Web Browsers 📦 35
Web Servers 📦 23
Web User Interface 📦 167
Top Programming Languages
Javascript  (1,060,849)
Python  (808,237)
Java  (388,770)
Php  (286,112)
Typescript  (247,064)
C Plus Plus  (239,040)
Ruby  (221,847)
C  (182,165)
Shell  (171,385)
C Sharp  (164,315)
Golang  (158,443)
Swift  (65,269)
R  (57,993)
Rust  (57,713)
Objective C  (57,185)
Dart  (52,750)
Kotlin  (46,539)
Lua  (33,954)
Matlab  (31,189)
Perl  (30,541)
Language  (30,056)
Scala  (28,676)
Haskell  (20,380)
Clojure  (19,146)
Powershell  (19,044)
Bash  (18,688)
Coffeescript  (17,289)
Elixir  (16,660)
Assembly  (14,698)
Processing  (13,307)
Julia  (12,765)
Basic  (10,736)
Flow  (10,548)
Emacs Lisp  (10,420)
Erlang  (9,063)
Groovy  (8,449)
Scheme  (8,439)
Solidity  (7,998)
Ocaml  (6,712)
Pascal  (6,443)
Hack  (6,397)
Lisp  (6,343)
Fortran  (5,547)
Elm  (5,484)
Common Lisp  (5,302)
Dlang  (4,745)
Shell Script  (4,656)
Python Library  (4,458)
Crystal  (4,387)
Scripting  (4,208)
Top Projects
Freecodecamp ⭐ 348,433
996.icu ⭐ 262,763
Free Programming Books ⭐ 238,208
Coding Interview University ⭐ 223,024
Awesome ⭐ 206,565
Developer Roadmap ⭐ 199,094
Public Apis ⭐ 198,920
Vue ⭐ 197,406
React ⭐ 190,794
System Design Primer ⭐ 184,236
Tensorflow ⭐ 166,164
Bootstrap ⭐ 158,303
You Dont Know Js ⭐ 153,649
Cs Notes ⭐ 151,618
Ohmyzsh ⭐ 147,075
Build Your Own X ⭐ 146,712
Javascript Algorithms ⭐ 144,783
Flutter ⭐ 142,356
Python ⭐ 139,465
Gitignore ⭐ 134,790
Linux ⭐ 134,105
Vscode ⭐ 133,588
Awesome Python ⭐ 132,320
Javascript ⭐ 124,360
Javaguide ⭐ 124,154
Python 100 Days ⭐ 120,315
Computer Science ⭐ 118,096
Youtube Dl ⭐ 111,218
Fucking Algorithm ⭐ 107,431
The Art Of Command Line ⭐ 106,741
React Native ⭐ 103,597
Electron ⭐ 102,371
D3 ⭐ 101,796
Go ⭐ 101,252
30 Seconds Of Code ⭐ 96,728
Create React App ⭐ 95,778
Axios ⭐ 94,331
Free Programming Books Zh_cn ⭐ 93,999
Awesome Selfhosted ⭐ 93,372
Kubernetes ⭐ 89,861
Next.js ⭐ 89,059
Node ⭐ 88,550
Terminal ⭐ 83,818
Deno ⭐ 83,639
Awesome Go ⭐ 83,320
Three.js ⭐ 83,317
Angular ⭐ 82,456
Typescript ⭐ 81,954
Ant Design ⭐ 80,934
Material Ui ⭐ 79,467
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2022 Awesome Open Source.  All rights reserved.