Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Applying CamP to mipnerf360 datasets degrades PNSR and SSIM values #27

Open
ppponpon opened this issue Jun 19, 2024 · 1 comment
Open

Comments

@ppponpon
Copy link

Hi, first of all thanks for this great paper and code. I finally managed to get your code to work!!
First, I tried to a task of replicating Table 1 in your paper for Single-Scale mipnerf360 dataset(7samples (bicycle,bonsai,counter,garden,kitchen,room,stump)), comparing with to without CamP.
Unfortunately, the average value of psnr:30.68,ssim:0.89(without CamP) degraded to psnr:27.43,ssim:0.82(with Camp)!
I used zipnerf/360_train.sh, zipnerf/360_eval.sh and zipnerf/360_render.sh, only rewriting DATA_DIR and CHECKPOINT_DIR, for w/o CamP.
And I used camp/360_train.sh, zipnerf/360_eval.sh and zipnerf/360_render.sh, rewriting DATA_DIR and CHECKPOINT_DIR and add option "-gin_configs=configs/camp/camera_optim.gin" for zipnerf/360_eval.sh and zipnerf/360_render.sh , for with CamP.

Unit test is all OK(with JAX), and Single-Scale mip-NeRF 360 Dataset Results of zipnerf(psnr,ssim) are roughly the same or better.
What do you think could be the reason it isn't working?

@ppponpon
Copy link
Author

i.e. At garden sample,psnr:28.28,ssim:0.8664(without CamP) ,psnr:25.92,ssim:0.7548(with CamP).
Does CamP make the alignment worse?
What values ​​did everyone get?
Am I misunderstanding the results?

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant