Color gets worse in training
xmeng525 opened this issue · 3 comments
Dear authors,
Thank you for the great work. I have a question about the color of exported mesh.
I tried to reconstruct a sphere with 26 viewpoints. Here are 4 example views of the input.
In the training process, everything loos normal (the RGB loss and the eikonal loss decreases; the geometry get better; and the rendered images look good). However, I get more and more noise in the vertex color of the exported mesh as shown below.
Epoch = 500
Epoch = 1500 (noise starts to appear)
Epoch = 3000 (the colors becomes dark and gloomy)
Have you observed similar phenomenon in your experiments? Do you have any clue about the reasons?
sphere.zip
I have attached the dataset in case you would like to take a look. The configuration file I used is configs/nerf/base.json.
Thanks!
Hi @xmeng525 , thanks for using our codes! I guess the main reason is that the image resolution is too low (64x64).
Thank you for answering. Looking forward to seeing more great work from U!