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OrthoSeg makes it easy to train neural networks to segment orthophotos.

License: GNU General Public License v3.0

Python 100.00%
image-segmentation segment-orthophotos segmentation keras-tensorflow aerial-imagery satellite-imagery drone neural-network python wms

orthoseg's Introduction

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

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