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How to reproduce the performance reported in your paper #48

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cdfan0627 opened this issue Mar 29, 2024 · 1 comment
Open

How to reproduce the performance reported in your paper #48

cdfan0627 opened this issue Mar 29, 2024 · 1 comment

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@cdfan0627
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cdfan0627 commented Mar 29, 2024

您好,想請問一下我按照您的Readme上train nerfds dataset 可是我得到的結果有點差,請問要怎麼做才可以train 出您論文上的結果呢?
這是我下command python train.py -s path/to/your/real-world/dataset -m output/exp-name --eval --is_6dof
以下是我跑出的結果

image
@ingra14m
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ingra14m commented Apr 3, 2024

Hi, sry for the late reply.

I think this problem is quite normal since the camera poses in real-world scenes are inaccurate. Therefore, in NeRF-DS dataset, the model will overfit during the training. In my paper, I used the best PSNR, SSIM, and LPIPS evaluated every 1k iteration, not the last metrics after 40k iterations.

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