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network-graph-from-bitmap's Introduction

network-graph-from-bitmap

Converts a bitmap image into a non directed weighted network graph

Setup

for Unix/macOS commands visit https://packaging.python.org/en/latest/guides/installing-using-pip-and-virtual-environments/#creating-a-virtual-environment

  • Python 3.11 is recommended as it was developed using this version.
  • Setup a virtual environment:
py -m venv env
  • Activate the environment:
.\env\Scripts\activate
  • Install dependencies:
py -m pip install -r requirements.txt
  • Deactivate the environment:
deactivate

Usage

py network_graph_recognition <path_to_image_file>

Pixels color code

  • white: background
  • black: link networks regardless of their color
  • gray: pass-through bridge/tunnel for crossing networks
  • same color: same network

Construction

  • a network is a group of lines representing the same transportation system
  • a json file with the same name and location as the image file structured as below allows to associate a multiplying factor to the values of edges. Its existence is mandatory, although the dictionary can be empty.
{
    "networks_speed": {
        "#bd2c2c": 5,
        "#3184e6": 8
    }
}

Examples

See the samples directory for eczema on how to use this program

License

MIT license, see license file.

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