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Entertainment project related to the image approximation with the use of evolutionary algorithms and possibly reinforcement learning techniques.

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Delviet/image_approx

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This project contains Python scripts, which approximate (recreate) a given image with the use of AI-related methods. At this point, I do not plan to use generative models to generate images on the fly, I consider the image re-creation task as a sequential one. This point of view allows me to use evolutionary algorithms and RL to approximate an image.

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Panneau

  • Naive EA implementation
  • Dynamic operation probabilities
  • Simple cache for the addition operation
  • Instruction-based backup system
  • Log creation
  • Cache for deletion and mutation
  • Dynamic zone allocation

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Entertainment project related to the image approximation with the use of evolutionary algorithms and possibly reinforcement learning techniques.

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