Dec 17, 2018 · The Wavefunction Collapse Algorithm teaches your computer how to riff. The algorithm takes in an archetypical input, and produces procedurally-generated outputs that look like it. It is most commonly used to create images, but is also capable of building towns, skateparks, and terrible poetry.

WaveFunctionCollapse is a texture synthesis algorithm. Compared to the earlier texture synthesis algorithms, WFC guarantees that the output contains only those NxN patterns that are present in the input. This makes WFC perfect for level generation in games and pixel art, and less suited for large full-color textures.

Oct 17, 2022 · What is a wave function and why does it collapse? Wave function collapse is a algorithm that can procedurally generate images, text, audio and almost anything that follows a pattern of a simple set of initial parameters and a set of rules.

Feb 8, 2020 · Specifically the Wave Function Collapse algorithm (WFC). I’ve even made my own open source library, and unity asset. WFC is a very flexible algorithm, particularly with the enhancements I’ve designed, but at the same time, I’ve found it’s quite hard to actually get it to produce practical levels useful for computer games. The key ...

May 28, 2024 · The Wave Function Collapse algorithm is a constraint-solving algorithm that generates patterns by propagating constraints and reducing possibilities, similar to how quantum wave functions collapse into definite states.

Feb 21, 2019 · Wave Function Collapse is a procedural generation algorithm which produces images by arranging a collection of tiles according to rules about which tiles may be adjacent to each other tile, and relatively how frequently each tile should appear.

Model synthesis (also wave function collapse or 'wfc') is a family of constraint-solving algorithms commonly used in procedural generation, especially in the video game industry. Some video games known to have utilized variants of the algorithm include …

Jul 31, 2020 · WaveFunctionCollapse algorithm created by Maxim Gummin and published on github as open source allows user to generate bitmaps and tilemaps based on given input which is extremely useful in...

Wave Function Collapse (WFC) by @exutumno is a new algorithm that can generate procedural patterns from a sample image. It's especially exciting for game designers, letting us draw our ideas instead of hand coding them.

Wave Function Collapse (WFC) is a greedy algorithm that introduces a new way to procedurally generate both 2D and 3D worlds. One of the big advantages of using WFC is the customizability available, because of the tile set input required and possibly additional constraints and options.