Image-Mimic-Genetic-Algorithm
source link: https://www.tuicool.com/articles/hit/ZfUNJbN
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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 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 900Screenshots
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 – [email protected]
Distributed under the MIT license. See LICENSE for more information.
Contributing
Suggestions are always welcome
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