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Train on custom datasets #10

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primecai opened this issue Mar 26, 2022 · 0 comments
Open

Train on custom datasets #10

primecai opened this issue Mar 26, 2022 · 0 comments

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@primecai
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primecai commented Mar 26, 2022

Hi,

Many thanks for releasing the awesome work! I would like to try GSN on some real world scenes, e.g. RealEstate10K, to see whether GSN can at lease produce some results. However, I am a bit struggling to understand whether some processing regarding the camera poses provided by RealEstate10K is needed---is there any essential difference between habitat-sim camera poses, and RealEstate10k style poses?
A few doubts I'm having:

  1. I see the principal points are all [0, 0] for both Vizdoom and Replica datasets. From the code I guess [0.5, 0.5] is always assumed?
  2. Are the camera transformations world 3D coordinates to 2D projection, or camera local coordinates to 2D projection? From the code I get that it should be w2c transformation, is it correct?
    Any insight regarding how should the parameters be modified will be very helpful.

Best.

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