Image-Mimic-Genetic-Algorithm

This unsupervised genetic algorithm i have created will try to mimic the target image (New random image will be generated at each time) || Demo in @liveDemo || You can also use my @multi-level-snake-game,@Multilevel-Ballbrick-game as a playground to practice Genetic Algorithm || Check my other works @MyRepos || To know more about Genetic algorithm @WiKi

I have used @sandpile algorithm to generate a random image at each time || GrainSize for sandpile will be taken random between 900 and 1150 (inclusive)

Configurations

Hyperparameter	value
Population Count	10000
Selection Count	2
Mutation Rate	0.001
Chromosome Length	900

Screenshots

Fitness reached 60% on 100th generation

Fitness reached 100% on 291th generation

View in https://karthiknedunchezhiyan.github.io/Image-Mimic-Genetic-Algorithm

Components Used

@ChartJS for chart, @P5JS for canvas

Meta

Karthik Nedunchezhiyan – @Github – karthik1705.n@gmail.com

Distributed under the MIT license. See LICENSE for more information.

Contributing

Suggestions are always welcome