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

Experiments on NeRF-DS Datasets #3

Open
longxiang-ai opened this issue Nov 13, 2024 · 1 comment
Open

Experiments on NeRF-DS Datasets #3

longxiang-ai opened this issue Nov 13, 2024 · 1 comment

Comments

@longxiang-ai
Copy link

Dear @xinggangw
Hi, and thank you for sharing such an impressive piece of work! The Dynamic-2D GS is an incredible contribution to the field, and I deeply appreciate the effort you have put into making this research open and accessible.

I have been experimenting with Dynamic-2D GS using the NeRF-DS dataset, which consists of monocular static camera inputs. During my experiments, I noticed that the output normals and depth maps appear quite blurry, and sometimes the training even crashes unexpectedly.

I wanted to ask if you have attempted training on the NeRF-DS dataset yourselves. If so, is it expected to see such poor-quality normals and depth maps, or might there be an issue with my setup?

I would greatly appreciate any insights or suggestions you could provide. Thank you again for your excellent work, and I look forward to your response.

Best regards,
Longxiang-ai

(results of "as" in nerf-ds dataset)
image GT
image Render
image Depth
image Depth Normal
image Normal

@Shuaizhang7
Copy link
Collaborator

Hi, thank you very much for your attempt on NeRF-DS dataset! I have not experimented on this dataset before. I personally feel that applying Dynamic-2dgs to monocular dynamic scenes is still very challenging and difficult. My previous attempts focused more on dynamic objects in multi-view scenes.

Dynamic-2dgs still has many problems and limitations, so we plan to further optimize Dynamic-2dgs. Thank you very much for your attempt, and we hope you can communicate with us more and provide us with more valuable suggestions!

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

2 participants