Choosing depth interval for Tanks and Temples dataset
phongnhhn92 opened this issue · 2 comments
Hi,
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I wonder if u have trained your model on Tanks and Temples dataset. I have read your dataloader on this dataset for evaluation's purposes but I see that you hand-tuned the depth interval for each scene for the best results I guess. However, I am writing my own dataloader on this dataset and I wonder how to choose optimal depth_interval value for the whole dataset for training ?
I know it is possible to use different depth_interval for each scene but does it work though ? -
I see that in the BlendMVS dataloader you are scaling the depth_min value. I wonder should I do something like that with Tanks and Temples dataset ? I check a few cam file and I see these depth_min value are quite similar (0.04 ~ 1.99) and it's not like BlendMVS dataset but just wanna ask to make sure.
- No I didn't trained on Tanks and Temples. I use model trained on DTU to evaluate. You need to try by yourself.
- Scaling is not necessary to training and won't affect performance, but scaling them to roughly the same range as DTU has several benefits as stated here
Thanks !