Neural rendering in 5 quick hits

NeRF traces many MLP queries per ray, making a frame take roughly a minute on a modern GPU.
3D Gaussian Splatting uses explicit 3D Gaussians and claims at least 100 fps at 1080p.
Neural supersampling rebuilds sharp frames from low-res renders using guide buffers and motion history.
RTX Neural Texture Compression can save up to 7x VRAM or system memory.
NeRF-Studio is a modular open-source PyTorch framework with real-time visualization and export tools.

roughly a minute to render a single frame

far too slow for interactive visualization

video, point cloud and mesh representations

Baking Neural Radiance Fields for Real-Time View Synthesis

Neural rendering in 5 quick hits

Explorer des sujets liés