Bioinspired Image Reproducer

How to install

pip install -r requirements/r.txt 

How to run

Basic run

python3 main.py -f target_filename 

CLI Parameters

To see the parameters and what they represent, just run:

python3 main.py -h

or

python3 main.py --help

Filename

-f or --filename, represents the filename of the image will be reproduced (required)

example: 1.jpg

Population Size

-p or --population-size, represents the population size

default=10

Type of Mutation

-m or --mutation, represents the Mutation Type

options: random, rank_based_adaptive, gaussian, triangular. default='gaussian'

Type of Crossover/Recombination

-c or --crossover, represents the Crossover Type

options: one_cut, two_point, intermediate, average. default='one_cut'

Mutation Probability

-M or --mutation-rate, represents the Mutation Rate or Probability (between 0 and 1)

default=0.1

Crossover Probability

-C or --crossover-rate, represents the Crossover Rate or Probability (between 0 and 1)

default=0.9

Output Image Grid Size

-s or --grid-size, represents the Grid size that will be used to travel the image

Indicates the precision of the algorithm and has the number 1 as the minimum value and highest precision (more pixels). default=8

Gaussian μ (mu)

-u or --gaussian-mu, represents the mean to be applied in the gaussian mutation

default=2

Gaussian σ (sigma)

-d or --gaussian-sigma, represents the standard deviation to be applied in the gaussian mutation

default=10