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OK. Thanks for your projections. I generate on GPU I can barely fit a large scene on 12GB of memory, and it takes many hours to produce 30k steps gaussians.
by hirako2000 1y ago
OK. Thanks for your projections.
I generate on GPU I can barely fit a large scene on 12GB of memory, and it takes many hours to produce 30k steps gaussians.
I'm sure the tech will evolve, hardware too. We are just 5y away.
I respect you open sourcing your work, it is innovative. Feels like a trophy splash, I suggest putting a link to something substantial, perhaps a page explaining where the tech will land and how this project fits that future, rather than a link to some LinkedIn.
- shadygm 1y agoHey, I appreciate the feedback. I did not put a LinkedIn link in the post or repo, but I totally get your point about wanting something more substantial to explain the bigger picture. A lot of the motivation and reasoning behind the project is already included in the technical report PDF attached in the repository, I tried to make it as self-contained as possible for those curious about the background and use cases. That said, if I find some time, I’ll definitely consider putting together a separate page to outline where I think this kind of tool fits into the broader future of GS and robotics. Thanks again!
- somethingsome 1y agoIl very curious of that.. My mean training with ~25-30 high quality cameras takes around 20 minutes and some Gb of memory on a single GPU, what is the size of your large scale scenes? I see many possible optimizations to lower that number of Gb and time