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US based GPU manufacturer Nvidia has published a research paper outlining a new artificial intelligence (AI) model capable of converting 2D video clips into detailed 3D models.
The research found that current generative AI models struggle to capture fine details of objects, such as repetitive texture patterns, homogenous colors, and strong color variations. Nvidia’s new AI technology, called Neuralangelo, is said to surpass these problems. Neuralangelo offers high fidelity models and the ability to accurately translate the textures of complex materials from 2D videos.
How might Nvidia AI as a 3D printing tool develop?
“The 3D reconstruction capabilities Neuralangelo offers will be a high benefit to creators, helping them recreate the real world in the digital world,” commented Ming-Yu Liu, Senior Director of Research at Nvidia, and co-author of the research paper. “This tool will eventually enable developers to import detailed objects – whether small statues or massive buildings – into virtual environments for video games or industrial digital twins.”
Converting 2D videos into 3D models with AI
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