/deepgeo

DeepGeo: Deep Learning for Earth Observation data ToolBox

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

DeepGeo: Deep Learning for Earth Observation data Toolbox

Functionalities to Deep Learning based classification of Remote Sensing Images

Installation

pip install https://github.com/rvmaretto/deepgeo/releases/download/v0.1.0-alpha/deepgeo-0.1.0-py3-none-any.whl

Dependencies

  • numpy
  • gdal
  • ogr
  • tensorflow
  • nose
  • pillow
  • scipy
  • matplotlib
  • rios
  • rsgislib
  • palettable

Citations

@inproceedings{DeepGeo,
    title = {An extensible and easy-to-use Toolbox for Deep Learning based analysis of Remote Sensing Images.},
    author = {Maretto, Raian Vargas and K\"orting, Thales Sehn and Fonseca, Leila Maria Garcia},
    booktitle = {The IEEE International Geoscience and Remote Sensing Symposium - IGARSS 2019},
    year = {2019},
    url = {https://github.com/rvmaretto/deepgeo},
}

Code Status

Output of the Daily tests: Tests