NVlabs/instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

CudaC++PythonCMakeOthermachine-learningreal-timecomputer-visionneural-networkcomputer-graphicsrealtimecudasigned-distance-functionsnerf3d-reconstructionfunction-approximationreal-time-rendering
This is stars and forks stats for /NVlabs/instant-ngp repository. As of 25 Apr, 2024 this repository has 14071 stars and 1762 forks.

Instant Neural Graphics Primitives 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! 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. In each case, we train and render a MLP with multiresolution hash input encoding using the tiny-cuda-nn framework. Instant Neural Graphics...
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