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Poor results from training geo-volsdf and geo-unisurf #272

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exactlygg opened this issue Dec 27, 2023 · 2 comments
Open

Poor results from training geo-volsdf and geo-unisurf #272

exactlygg opened this issue Dec 27, 2023 · 2 comments

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@exactlygg
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Hello authors, thank you for your great work! When I use the command 'ns-train geo-volsdf --pipeline.model.sdf-field.inside-outside False --vis wandb --experiment-name geo-volsdf-dtu65 sdfstudio-data --data data/dtu/scan65 --load-pairs True' and 'ns-train geo-unisurf --pipeline.model.sdf-field.inside-outside False --vis wandb --experiment-name geo-unisurf-scan24 sdfstudio-data --data data/dtu/scan24 --load-pairs True' is used to train geo-volsdf and geo-unisurf respectively, the output results are very bad.
This is the output of geo-volsdf training 100k:
depth_100000_5cb796e4dfdfb7c1c650
img_100000_4b032ba46420590b6288
normal_100000_500b1725dfe5b36dba95
This is the output of geo-unisurf training 50k:
depth_50000_41ca62657722f53d8b39
img_50000_d0cd6c4d53f72b9329f4
normal_50000_a3d92c5f011a314000da
Looking forward to your reply!

@niujinshuchong
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Hi, this is strange, could you reproduce our results with the same training command here: https://github.com/autonomousvision/sdfstudio/blob/master/docs/sdfstudio-methods.md

@exactlygg
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Hi, this is strange, could you reproduce our results with the same training command here: https://github.com/autonomousvision/sdfstudio/blob/master/docs/sdfstudio-methods.md
I used the instructions you gave me.

  1. ns-train geo-volsdf --pipeline.model.sdf-field.inside-outside False --vis wandb --experiment-name geo-volsdf-dtu65 sdfstudio-data --data data/dtu/scan65 --load-pairs True
  2. ns-train geo-unisurf --pipeline.model.sdf-field.inside-outside False --vis wandb --experiment-name geo-unisurf-scan24 sdfstudio-data --data data/dtu/scan24 --load-pairs True

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