PunchOutModelSynthesis

Punch Out Model Synthesis - a program for constraint based tiling generation (by zzyzek)

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PunchOutModelSynthesis reviews and mentions

Posts with mentions or reviews of PunchOutModelSynthesis. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-09-29.
  • Ask HN: What are you working on (September 2024)?
    116 projects | news.ycombinator.com | 29 Sep 2024
    I'm working on an extension to the Modify in blocks Model Synthesis algorithm [0] and the Wave Function Collapse algorithm [1] called "Punch Out Model Synthesis":

    https://github.com/zzyzek/PunchOutModelSynthesis

    Here's a gallery of sample outputs from the algorithm:

    https://github.com/zzyzek/PunchOutModelSynthesis/blob/main/r...

    I have an online demo of the algorithm in action for different tilesets (it's a little rough, so be warned):

    https://zzyzek.github.io/PunchOutModelSynthesis/

    The idea is you take an example image, chop it into little segments and infer tile rules depending on the overlap. It's very much old fashioned "machine learning/artificial intelligence" (that is, without any neural networks involved). There's also a demo of tile rule inference idea here:

    https://zzyzek.github.io/TileRuleHighlighter/

    [0] https://github.com/mxgmn/WaveFunctionCollapse

    [1] https://github.com/merrell42/model-synthesis

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