RAD-NeRF icon indicating copy to clipboard operation
RAD-NeRF copied to clipboard

What is the maximum supported resolution of the model?

Open boolw opened this issue 2 years ago • 5 comments

Is the maximum supported resolution of the model 512 * 512? I want to try to run 1024 * 768 or even higher resolution on my RTX4090, where do I need to modify the code? Or does not require any code modification?

boolw avatar Feb 10 '23 03:02 boolw

@boolw No, the NeRF works with arbitrary resolution and you don't need to modify anything. However, the required GPU memory will increase, and the training/inference speed will be slower since more pixels are being renderred.

ashawkey avatar Feb 10 '23 05:02 ashawkey

Also, the off-the-shelf data preprocessing code (semantic segmentation, face tracking) may run into problems, but I'm not sure.

ashawkey avatar Feb 10 '23 05:02 ashawkey

Great, thanks for your reply

boolw avatar Feb 10 '23 05:02 boolw

太好了,谢谢你的回复 Have you achieved it? His segmentation model doesn't seem to recognize people who are too far away

91xiaoyang avatar Apr 20 '23 06:04 91xiaoyang

@boolw No, the NeRF works with arbitrary resolution and you don't need to modify anything. However, the required GPU memory will increase, and the training/inference speed will be slower since more pixels are being renderred.

how can i get 128x128 resolution output? cause the environmental memory i deploy can only support virtual digital people with 128x128 size. thanks for advance.

RuojiWang avatar Jan 04 '24 08:01 RuojiWang