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Exported splats from NerfGS gives washed out color splat #5

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ichsan2895 opened this issue May 23, 2024 · 3 comments
Open

Exported splats from NerfGS gives washed out color splat #5

ichsan2895 opened this issue May 23, 2024 · 3 comments

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@ichsan2895
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ichsan2895 commented May 23, 2024

After I get good result in this rendered video (see this Thread):
image

I export the splats by using this command:

ns-export gaussian-splat --load-config outputs/Truck/nerfgs/2024-05-20_155003/config.yml --output-dir renders/Truck_NerfGS/

But the color of splats is not good, seems more washed out than rendered video. I open the splat with mkkellogg 3D gaussian viewer
image
image

Any ways for fixing it?

@Siming-He
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Siming-He commented May 26, 2024

Hi, I want to make sure I understand the question. Do you mean the last image is lack of detailed/rich colors compared to the first image?

My guess of the reason is the differences between the implementation of rendering in GaussianSplats3D and gsplat.

Does this problem also happen for exported splats from splatfacto?

@ichsan2895
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ichsan2895 commented May 27, 2024

This result gives washed out result on ply which is opened in supersplat

ns-train nerfgs --pipeline.model.ply-file-path exports/nerfgs/nerfgs.ply nerfstudio-data --data path/to/Truck_dataset --downscale-factor 1

ns-export gaussian-splat --load-config outputs/Truck/nerfgs/2024-05-20_155003/config.yml --output-dir renders/Truck_NerfGS/

This result gives good result on ply which is opened in supersplat

ns-train splatfacto nerfstudio-data --data path/to/Truck_dataset --downscale-factor 1

ns-export gaussian-splat --load-config outputs/Truck/splatfacto/2024-05-20_155123/config.yml --output-dir renders/Truck_Splatfacto/

This method gives good result when I render it to video

ns-render --load-config outputs/Truck/nerfgs/2024-05-20_155003/config.yml --camera-path path/to/json --output-path path/to/output.mp4

@Siming-He
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Sorry, I'm not sure about how to fix it. I'll take a look at it in more details later.

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