def main():
try:
config = Config(elitism=True, eliteCount=2, mutationProbability=0.1)
masterImage = cv2.imread("images/facebook.jpg")
masterImage = cv2.resize(masterImage, (10, 10))
cv2.imwrite('images/output/master.jpg', masterImage)
population = Population(populationSize=50,
masterImage=masterImage,
config=config,
populate=True)
originalFitness = population.fitestCitizen.fitness
generation = 0
Max_Generation = 100000000
while generation < Max_Generation:
population = population.Evolve(generation)
fitestCitizen = population.fitestCitizen
fitnessPercentage = 100 * (originalFitness -
fitestCitizen.fitness) / originalFitness
print("Fitness = " + str(fitestCitizen.fitness) +
" : FitnessPercentage = " + str(fitnessPercentage) + "%")
if generation % 1000 == 0:
cv2.imwrite(
'images/output/generation' + str(generation) + ".jpg",
fitestCitizen.image)
generation += 1
except IOError:
pass
