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Primitiveanything
Overview :
PrimitiveAnything is a technology that uses autoregressive transformers to generate 3D models, able to automatically create detailed 3D primitives. The main advantage of this technology is its ability to quickly generate complex 3D shapes through deep learning, thereby greatly improving designers' work efficiency. This product is applicable to various design applications, free to use, targeting the 3D modeling field.
Target Users :
This product is suitable for 3D designers, artists, and developers who need to efficiently generate and evaluate 3D models. With its powerful automation capabilities, users can save a lot of modeling time and focus on the core part of creativity and design.
Use Cases
Generate game character models using PrimitiveAnything.
Quickly create background scenes for animation production.
Generate complex 3D structural prototypes in architectural design.
Features
Automatic 3D model generation: Use deep learning algorithms to generate complex 3D primitive shapes.
Support for multiple 3D file formats: Can handle various standard 3D file formats such as GLB and OBJ.
Efficient point cloud sampling: Quickly sample point clouds from predictions to improve model quality.
Flexible input options: Supports single files and directories with multiple files.
Automated evaluation: Provides multiple evaluation metrics to automatically calculate the quality of generated models.
How to Use
Set up the Python environment and install necessary dependencies.
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Download model weights and datasets, placing them in the corresponding folders.
Run the demo program to generate 3D models.
Test and evaluate the automatically generated models.
Adjust input files and parameters as needed for secondary generation.
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