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gsgen3d / gsgen

[CVPR 2024] Text-to-3D using Gaussian Splatting
https://arxiv.org/abs/2309.16585
MIT License
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Results with too many Floaters #11

Closed pigtigger closed 11 months ago

pigtigger commented 11 months ago
image

Congrats on your great work! I have tried the corgi sample using your code, but there are too many floaters in the results, I didn't change anything, can you give me some advice?

haodong2000 commented 11 months ago

I am also curious about it, cause I have not met such situation after running 20+ cases of GEGEN. What is your prompt and init.prompt?

pigtigger commented 11 months ago 
python main.py --config-name=base wandb=False batch_size=1 prompt.prompt="A high quality photo of a corgi" init.prompt="a corgi" init.mean_std=1.0 +disable_warnings=True

I just run this corgi command.

heheyas commented 11 months ago

Hi pigtigger,

Thanks for your interest. From the command you provided, I guess the "floaters" are caused by batch_size=1. You can try with larger batch sizes (e.g. batch_size=2 or batch_size=4). I am also trying to solve this problem with batch size 1, feel free to tell me if you get some idea.

Best regards, heheyas

haodong2000 commented 11 months ago 
python main.py --config-name=base wandb=False batch_size=1 prompt.prompt="A high quality photo of a corgi" init.prompt="a corgi" init.mean_std=1.0 +disable_warnings=True

I just run this corgi command.

python main.py --config-name=base prompt.prompt="A high quality photo of a corgi" init.prompt="a corgi"

corgi_issue

pigtigger commented 11 months ago

@heheyas @haodong2000 thank you for your help！I will try bs=4.