Persian Licence Plate Generator

This repository helps you generate persian licence plates. You're almost done with this part, training your own CNN would be the next step.

Incentives

Generated sample:

For the sake of ease, generated licence plates come with their annotations:

Generated sample with perspective transformations:

On top of all that, it automatically generates associated xml files in pascal voc format:

How to Use

*Note: if you have trouble installing jsonnet on windows 
use win_conf.json instead and remove jsonnet dependencies
(For installing jsonnet on windows run: "pip install jsonnet-binary")

0. Create your virtual environment: (recommended)
   $ python -m venv venv
$ source venv/bin/activate (or .\venv\Scripts\activate.bat for windows)

1. Got all requirements installed:
   $ pip3 install --upgrade -r requirements.txt

2. Tweak configuration file: (optional)

   • project_configurations.jsonnet

3. Out-of-the-box data generation:

   • With default parameters:
     $ python3 main.py
   • Override config parameters:
     $ python3 main.py --count 10000
$ python3 main.py --no-noise
$ python3 main.py --no-dirt
$ python3 main.py --outdir 'output' (doesn't already exist)
     $ python3 main.py --no-transform
$ python3 main.py --no-fill
$ python3 main.py --package 8000