nerfstudio-project
NeRFtoGSandBack
It contains the updates to include NeRFtoGSandBack (https://arxiv.org/abs/2405.09717) in nerfstudio. Thanks for your time in advance!
Interesting project But how to adjust conversion time from Nerf-SH to NerfGS? It seems the longer time for conversion, the result is way better
Interesting project But how to adjust conversion time from Nerf-SH to NerfGS? It seems the longer time for conversion, the result is way better
Thank you! In the video, 7s is the time to export NeRFGS directly from NeRF-SH. Then, we finetune the NeRFGS for 3s, 33s and 153s on training data for better results.
@Siming-He, just one question. Does it make sense to report the "training for 3s, 33s, or 153s" since doesn't the finetuning and amount of seconds highly depend on your computer specs? I wonder if its more meaningful to report how many iterations you retrain or how many images are seen during re-training (since for example GS is trained per-image at a training iteration, so num iterations is equivalent to num of images seen).
@Siming-He, just one question. Does it make sense to report the "training for 3s, 33s, or 153s" since doesn't the finetuning and amount of seconds highly depend on your computer specs? I wonder if its more meaningful to report how many iterations you retrain or how many images are seen during re-training (since for example GS is trained per-image at a training iteration, so num iterations is equivalent to num of images seen).
You are right. In the report, we mentioned that training 100, 1000, 5000 iterations is about 3s, 33s, or 153s on GeForce RTX 4090. I added the number of training iterations in the video. Thank you for pointing this out!
Great, thanks @Siming-He for answering my questions. LGTM, if you update your branch I can merge it!