Over the last few months, my collaborators and I have put together a new, real-time method that makes NeRF models accessible from smartphones, laptops, and low-power desktops, and we think we’ve done a pretty stellar job! SMERF, as we like to call it, distills a large, high quality NeRF into a real-time, streaming-ready representation that’s easily deployed to devices as small as a smartphone via the web browser.
On top of that, our models look great! Compared to other real-time methods, SMERF has higher accuracy than ever before. On large multi-room scenes, SMERF renders are nearly indistinguishable from state-of-the-art offline models like Zip-NeRF and a solid leap ahead of other approaches.
The best part: you can try it out yourself! Check out our project website for demos and more.
If you have any questions or feedback, don’t hesitate to reach out by email (smerf@google.com) or Twitter (@duck).
SMERF: Streamable Memory Efficient Radiance Fields
smerf-3d.github.io