NVIDIA's NeRF AI instantly turns 2D photos into 3D objects
has developed a new NeRF technique — the fastest one to date, the company claims — that only needs seconds to train and to generate a 3D scene.
It only takes seconds to train the model, called Instant NeRF, using dozens of still photos and the camera angles they were taken from. After that, it's capable of generating a 3D scene within just"tens of milliseconds." Like other NeRF techniques, it requires images taken from multiple positions. And for photos with multiple subjects, pictures taken without too much motion is preferred, otherwise the result would be blurry.
The company believes that Instant NeRF could be used to train robots and to help autonomous driving systems understand the sizes and shapes of real-world objects. NVIDIA also sees a future for the technique in entertainment and architecture, where it can be used a way to generate 3D models of real environments that creators can modify during the planning process.
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