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jeongyw12382 avatar jeongyw12382 commented on July 17, 2024 1

@vishnukool
Hmm... my future extension attempts to enable 360 scene calibration.
However, I cannot ensure whether SCNeRF works perfectly fine for 360 scenes yet.

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jeongyw12382 avatar jeongyw12382 commented on July 17, 2024

Before the main description, I should mention that the "custom" branch is one of the examples of the custom dataset. I made this branch because of the issue #3 (comment). Thus this is not fully verified. I strongly recommend double-checking the code before using it.

First, the custom loader is designed to be similar to the "LLFF" dataset. Thus, you can feel free to use 360 scenes. However, the COLMAP process is required since we cannot get the camera pose without COLMAP.

In addition, if you ever want to use known camera parameters, instead of utilizing COLMAP, you should slightly modify the code.

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vishnukool avatar vishnukool commented on July 17, 2024

Ah thanks for the clarification @jeongyw12382
So basically for 360 scenes we still need COLMAP process? And there's no way around it ?

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vishnukool avatar vishnukool commented on July 17, 2024

Secondly is there a better starting template than main1_fern_ours.sh for training on 360 scenes ?
Since I assume that config is for forward facing scenes.

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jeongyw12382 avatar jeongyw12382 commented on July 17, 2024

@vishnukool
For non-forward-facing scenes, I strongly recommend removing the NDC setup since NDC is designed to better work on forward-facing scenes.
You should add the command "--no_ndc True".

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vishnukool avatar vishnukool commented on July 17, 2024

Thanks for the clarification @jeongyw12382
I see that the code example in main3_m60.sh already works for 360 scenes. However that tanks_and_temples dataset also has a lot of pose, intrinsics and other data, which I'm not sure how to generate.

  1. Would you recommend main3_m60.sh as a better starting point instead for 360 scenes?
  2. Also if I only have images, how to about generating the rest of the pose, intrinsics to make it work for 360 scenese?

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jeongyw12382 avatar jeongyw12382 commented on July 17, 2024

Oh. Sure I could add it.
I'm sorry for announcing it but I have an event that I should end up with until this week.
So, can I add the scripts at the end of this week?

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jeongyw12382 avatar jeongyw12382 commented on July 17, 2024

I'll close this issue after adding the utils about the "pose + intrinsic" calibration step using COLMAP.

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vishnukool avatar vishnukool commented on July 17, 2024

Thanks @jeongyw12382, yes that would be great!

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jeongyw12382 avatar jeongyw12382 commented on July 17, 2024

@vishnukool Sorry for being late. I have work that I should conclude until this Wednesday but it is still in progress. Let me know your email so that I could inform you whenever I update the code. I'll end up the additional code ASAP.

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jeongyw12382 avatar jeongyw12382 commented on July 17, 2024

I have just added colmap utils and updated the manual for usage. Could you check for it?

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jeongyw12382 avatar jeongyw12382 commented on July 17, 2024

Closing the issue after adding the COLMAP utils. Please let me know if you have any trouble using the COLMAP utils.

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