This is the implementation of TRELLIS, a new AI model developed by Microsoft that transforms images or text into high-quality 3D assets.
Upload 2D images, and the AI will quickly generate 3D assets in multiple formats like Radiance Fields, 3D Gaussians, and meshes.
Features
High-Quality 3D Generation
- Produces diverse 3D assets with intricate shape and texture details
- Generates models with exceptional visual fidelity
- Supports multiple sophisticated 3D representation formats
Versatile Input Methods
- Accepts both text and image prompts
- Supports images with transparent backgrounds
- Automatically handles background removal for standard images
Flexible Output Formats
- Generates Radiance Fields
- Creates 3D Gaussians
- Produces standard mesh formats
- Accommodates diverse project requirements
Advanced Editing Capabilities
- Enables easy generation of object variants
- Supports local 3D asset editing
- Provides granular control over generated models
Playground
Use Cases
- Educational Content: Produce 3D models for educational purposes, such as anatomy, engineering, and science simulations.
- Game Development: Quickly generate and edit 3D assets for game environments, characters, and props.
- Architectural Visualization: Create detailed 3D models of buildings and interiors for presentations and virtual tours.
- Product Design: Develop and modify 3D prototypes of products for manufacturing and marketing purposes.
- Virtual Reality: Enhance VR experiences with high-quality 3D assets that can be easily integrated into virtual environments.
How To Use it
- Access the Tool: You can visit the Image to 3D Asset with TRELLIS’ Hugging Face space or directly try it out on this page. I’ve embedded the playground you can see above.
- Upload Your Image: Upload a 2D image that you want to convert into a 3D asset. If your image includes an alpha channel, it will be used as a mask. Otherwise, the tool uses rembg to remove the background automatically.
- Generate the Asset: Click the “Generate” button to start the 3D asset creation process.
- Download the Asset: If the generated 3D asset meets your needs, click “Extract GLB” to extract the GLB file. Then, you can download the file for use in your projects.
- Tips for Best Results: For optimal results, use high-resolution images with clear subjects. Experiment with different types of images to see the full range of what TRELLIS can produce.
Pros
- High-Quality Output: Generates detailed 3D assets with intricate shapes and textures.
- Versatile Input: Accepts both text and image prompts for 3D asset generation.
- Flexible Editing: Allows for easy editing and creation of variants.
- Large-Scale Models: Pre-trained models with up to 2 billion parameters ensure robust performance.
- Free to Use: Accessible to everyone without any cost.
Cons
- Learning Curve: May require some time to understand and utilize all features effectively.
- Resource Intensive: Large-scale models may demand significant computational resources.
Related Resources
- Official Website: Explore more about this model on the TRELLIS official website.
- Code Repository: Access the open-source code on GitHub.
- Research Paper: Read the detailed research paper on arXiv.
