Awesome
awesome-remote-sensing
Remote Sensing is a very exciting field full of potential.
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
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
Projects
- OSMDeepOD - OSM and Deep Learning based Object Detection from Aerial Imagery (formerly known as "OSM-Crosswalk-Detection")
- DeepOSM - detecting roads in satellite images using deep learning
- Skynet-Data - Data pipeline for machine learning with OpenStreetMap
- CosmiqNet - Patrick Hagerty - skeleton of convolutional neural network for detecting building outlines
- Terrapattern on Github - satellite image pattern search
- Terrapattern - satellite image search based on patterns
Data
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
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
- DigitalGlobe DeepCore SDK
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