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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
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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