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WaveFunctionCollapse

24,265
1,306
C#

Project Description

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

WaveFunctionCollapse: Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

Project Title

WaveFunctionCollapse — Generate Bitmaps and Tilemaps Inspired by Quantum Mechanics

Overview

WaveFunctionCollapse is a C# project that uses principles from quantum mechanics to generate bitmaps and tilemaps that are locally similar to a single input example. It's unique in its approach to procedural generation, offering a novel way to create complex patterns and structures based on a simple input.

Key Features

  • Procedural generation of bitmaps and tilemaps from a single example
  • Local similarity to input patterns, ensuring output consistency
  • Inspired by quantum mechanics, using wave function collapse principles

Use Cases

  • Game developers using it to procedurally generate game levels and environments
  • Artists and designers creating intricate patterns and textures
  • Researchers in procedural generation and artificial intelligence for algorithmic testing

Advantages

  • Highly customizable output based on input patterns
  • Unique approach to procedural generation, differentiating it from traditional methods
  • Open-source, allowing for community contributions and improvements

Limitations / Considerations

  • NP-hard problem complexity, which may lead to occasional contradictions in generation
  • May require significant computational resources for large or complex inputs
  • Output is dependent on the quality and variety of input patterns

Similar / Related Projects

  • C++ WFC: A C++ implementation of the Wave Function Collapse algorithm, known for its performance.
  • Python WFC: A Python version of the algorithm, useful for quick prototyping and educational purposes.
  • Unity WFC: An adaptation of the algorithm for Unity game engine, facilitating easy integration into game development workflows.

Basic Information


📊 Project Information

🏷️ Project Topics

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📚 Documentation

🎥 Video Tutorials


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Project Information

Created on 9/30/2016
Updated on 9/21/2025