comprehensive controls for interactively exploring neural graphics primitives,. Instant-ngp comes with an interactive GUI that includes many features: Hopper, Volta, or Maxwell generations), you need to build instant-ngp yourself. If you use Linux, or want the developer Python bindings, or if your GPU is not listed above (e.g. Keep reading for a guided tour of the application or, if you are interested in creating your own NeRF, watch the video tutorial or read the written instructions. GTX 1000 series, Titan Xp, Quadro P1000–P6000, and other Pascal cards. RTX 2000 series, Titan RTX, Quadro RTX 4000–8000, and other Turing cards. RTX 3000 & 4000 series, RTX A4000–A6000, and other Ampere & Ada cards. If you have Windows, download one of the following releases corresponding to your graphics card and extract it. Project page / Paper / Video / Presentation / Real-Time Live / BibTeXįor business inquiries, please submit the NVIDIA research licensing form. Thomas Müller, Alex Evans, Christoph Schied, Alexander KellerĪCM Transactions on Graphics ( SIGGRAPH), July 2022 
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
In each case, we train and render a MLP with multiresolution hash input encoding using the tiny-cuda-nn framework. Here you will find an implementation of four neural graphics primitives, being neural radiance fields (NeRF), signed distance functions (SDFs), neural images, and neural volumes. Ever wanted to train a NeRF model of a fox in under 5 seconds? Or fly around a scene captured from photos of a factory robot? Of course you have!
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