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Selected work
Project 01

Crunch3D
AI-powered semantic mesh optimizer

3D tools · AI infrastructure
Competition build

Creative technology
Lesgo Studios

Crunch3D

Crunch3D — Turn massive, messy AI-generated meshes into production-ready assets.

Crunch3D

Less mesh. More possibility.

Optimize what matters.

Crunch3D original and optimized mesh comparison

Turn massive, messy AI-generated meshes into production-ready assets.

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About Crunch3D

Crunch3D explores semantic optimization: simplifying geometry while paying attention to visual importance, not just the raw polygon count. The goal is to spend less time cleaning up geometry by hand, while keeping the shapes and details that make an asset recognizable.

Crunch3D importance mapping view on a 3D model
Crunch3D · product interface
Semantic optimization

Keep the geometry that gives a model its character.

Crunch3D target platform and optimization settings
01

Set a target

Choose a target profile to guide the optimization around the intended use.

Crunch3D workspace for reviewing model geometry and optimization
02

Review the geometry

Inspect model details and available optimization controls in one workspace.

  1. 1

    Upload a 3D model

    Import an AI-generated or existing mesh for analysis.

  2. 2

    Analyze the geometry

    Inspect complexity, topology and areas of visual importance.

  3. 3

    Optimize intelligently

    Reduce unnecessary geometry while aiming to preserve important shapes and details.

  4. 4

    Review and refine

    Compare original and optimized models, inspect the results and refine where needed.

    Revisit optimization and repeat as needed.

  5. 5

    Export production-ready assets

    Prepare optimized assets for downstream workflows and target platforms.