/awesome-remote-sensing

Collection of Remote Sensing Resources

awesome-remote-sensing

Remote Sensing is a very exciting field full of potential.

Awesome

Introduction

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

Object Detection

Research

Books

Computer Vision

Water Quality

Misc