awesome-remote-sensing

Remote Sensing Toolkit

A collection of remote sensing resources and projects for analyzing satellite imagery, with a focus on machine learning, computer vision, and object detection.

Collection of Remote Sensing Resources

GitHub
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last commit: over 2 years ago
Linked from 1 awesome list


awesome-remote-sensing / Introduction
Nasa Worldview
Landsat Viewer
Urthecast Gallery
Earth as Art
100 Remote Sensing applications
EO Map
Orbital Insights
Sentinel and Landsat Browser
DigitalGlobe Crowdsourced Detection
Watching penguins and their poo from space
Awesome Vegetation Index 67 over 1 year ago

awesome-remote-sensing / Tools, Libraries
QGIS open source GIS
Orfeo Toolbox
SNAP open source earth observivation application
OSGeo4W open source geospatial tools for Windows
GDAL geospatial analysis library

awesome-remote-sensing / Projects
OSMDeepOD 192 almost 2 years ago OSM and Deep Learning based Object Detection from Aerial Imagery (formerly known as "OSM-Crosswalk-Detection")
DeepOSM 1,320 over 7 years ago detecting roads in satellite images using deep learning
Skynet-Data 169 about 6 years ago Data pipeline for machine learning with OpenStreetMap
CosmiqNet - Patrick Hagerty skeleton of convolutional neural network for detecting building outlines
Terrapattern on Github 595 over 6 years ago satellite image pattern search
Terrapattern satellite image search based on patterns

awesome-remote-sensing / Data
Scihub Copernicus
NASA Earthdata
15 Data Sources
AstroDigital
Sentinel2 on AWS

awesome-remote-sensing / Courses
Futurelearn Monitoring Oceans from Space
Futurelearn Optical Earth Observation
Futurelearn Monitoring Climate from Space
Coursera Imager,Automation and Applications
Coursera Geospatial Analysis
Learn Earth Observation
Udacity Computer Vision
PyimageSearch - Learn OpenCV

awesome-remote-sensing / Object Detection
Neural net dreaming of cars
Tracking Oil Tanks
Object Detection on Spacenet data
Object Detection from satellite imagery
Searching for aliens
Blob detection using OpenCV
Mapping cemeteries using UAV
NVIDIA Object Detection using DIGITS
Object Detection using Detectnet Neural Network
DigitalGlobe MLTools 82 almost 4 years ago
DigitalGlobe DeepCore SDK

awesome-remote-sensing / Research
Python based object Image Analysis
Mapping regional economic activity from night-time light satellite imagery
SSD - Multibox Detection
Oil Spill Detection using SAR and Mathemtical Morphology
Oil Spill Detection using SAR
Building Detection - Yuan 2016

awesome-remote-sensing / Books
QGis Python Programming Cookbook
Szeliszki - Computer Vision: Algorithms and Applications

awesome-remote-sensing / Computer Vision
Point Clouds
Motion Detection

awesome-remote-sensing / Water Quality
Water Quality inland water

awesome-remote-sensing / Misc
Building Detection in the Spacenet Satellite Imagery Dataset using Single Shot MultiBox Detector (SSD) 56 almost 8 years ago
Nimbix Scientific VMs on Demand
NASA Gibs

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