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: