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The Top 33 Satellite Imagery Open Source Projects

Categories > Mapping > Satellite Imagery
Awesome Satellite Imagery Datasets ⭐ 1,820
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Robosat ⭐ 1,709
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
Felicette ⭐ 1,536
Satellite imagery for dummies.
Satellite Image Deep Learning ⭐ 1,057
Resources for deep learning with satellite & aerial imagery
Sentinelsat ⭐ 540
Search and download Copernicus Sentinel satellite images
Ternausnetv2 ⭐ 520
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Worldview ⭐ 495
Interactive interface for browsing global, full-resolution satellite imagery
Sentinelhub Py ⭐ 463
Download and process satellite imagery in Python using Sentinel Hub services.
Awesome Earthobservation Code ⭐ 386
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
Stac Spec ⭐ 379
SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable
Label Maker ⭐ 369
Data Preparation for Satellite Machine Learning
Notebooks ⭐ 318
interactive notebooks from Planet Engineering
Awesome Sentinel ⭐ 314
curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data
Open Solution Mapping Challenge ⭐ 279
Open solution to the Mapping Challenge 🌎
Geospatial Machine Learning ⭐ 262
A curated list of resources focused on Machine Learning in Geospatial Data Science.
Torchsat ⭐ 238
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
Bv ⭐ 214
Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.
Highres Net ⭐ 204
Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.
Instancesegmentation_sentinel2 ⭐ 197
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
Keras Unet ⭐ 185
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
Gfw ⭐ 164
Global Forest Watch: An online, global, near-real time forest monitoring tool
Kaggle_dstl_submission ⭐ 157
Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge
Geetools Code Editor ⭐ 156
A set of tools to use in Google Earth Engine Code Editor (JavaScript)
Aerialbot ⭐ 156
A simple yet highly configurable bot that tweets geotagged aerial imagery of a random location in the world.
S2p ⭐ 134
Satellite Stereo Pipeline
Modistsp ⭐ 116
An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
Satellite Image Object Detection ⭐ 115
YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).
Ground Android ⭐ 115
Ground mobile data collection app for Android
R2cloud ⭐ 114
Decode satellite signals on Raspberry PI or any other 64-bit intel.
Spacenet_building_detection ⭐ 79
Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
Pytseb ⭐ 63
A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data
Geotiff.io ⭐ 50
Static website for viewing and analyzing GeoTIFF's in the browser
Xrit Rx ⭐ 43
📡 Receive weather images from geostationary meteorological satellite GEO-KOMPSAT-2A (128.2˚E).
1-33 of 33 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210