Package to make it easier to segment orthophotos.


Keywords
aerial-imagery, convolutional-neural-networks, deep-learning, drone, image-classification, image-segmentation, keras-tensorflow, machine-learning, neural-network, python, remote-sensing, satellite-imagery, segment-orthophotos, segmentation, tensorflow, wms
License
GPL-3.0
Install
pip install orthoseg==0.6.0a1

Documentation

Orthophoto segmentation

Actions Status PyPI version DOI

This project provides a procedure and software to make it easy to:

  1. create a training dataset for a topic of your choice
  2. train a neural network to segment orthophotos
  3. run the segmentation on a larger area + vectorize the result
  4. apply some basic postprocessing like dissolve,...

Only open source software is needed, eg. QGIS and tensorflow.

Installation and usage instructions can be found in the orthoseg wiki