I am interested in the hardware aspects of AI, particularly if any progress is being made to allow deploying large models onto smartphone devices
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InstantMesh: Efficient 3D Mesh Generation from a Single Image
The push towards more immersive gaming experiences often demands efficient 3D asset creation. InstantMesh combines a multiview diffusion model and a sparse-view reconstruction model to generate 3D meshes from a single image instantly.
- State-of-the-art generation quality while maintaining significant training scalability.
- Aided by a differentiable iso-surface extraction module to enhance training efficiency.
- Outperforms other image-to-3D baselines on public datasets both qualitatively and quantitatively.
- The framework can significantly aid both researchers and content creators in generating detailed 3D models efficiently.
This tool is a remarkable step forward in the realm of 3D generative AI and could be an incredible asset for developing more detailed and engaging video game environments. Fast and high-quality 3D mesh generation could revolutionize content creation processes in the industry. Read More
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