Shubhendu-Jena

Hi, Thanks for the wonderful work. I was wondering about how you obtained your DTU ground truth meshes. Was it the same way you obtained them for tanks and temples?...

Hi, I have a query regarding the finetuning on KITTI. Was it done with 2048 points as in your FlyingThings3D training script or with 16384 points as with your KITTI...

Contradiction between paper results and evaluation results for KITTI

4

Hi, For KITTI evaluation, you've stated: "Note that the model used for evaluation is in `model_concat_upsa_eval_kitti.py` instead of the model used for training. The average 3D EPE result is approximately...

Hi, It seems the using the preprocessed data and KITTI evaluation scripts you included a few days ago, I am not getting the same values as in the paper. Am...

Eval mode=True during training

5

Hi, thank you for the great work! I have a doubt about the code. During training, you have set eval mode to true. I'd be grateful if you could help...

Hi, Thank you for your amazing work. I understand that for DTU, you're evaluating only for 4 scans (birds, tools, bricks and snowman). However, I wanted to evaluate NeuRay for...

Hi, Thanks for the work. I was wondering if you also happen to have the ground truth point clouds obtained using SfM. I realize I could just run colmap but...

Hi, Thanks for the wonderful work. I was wondering about how you obtained your DTU ground truth meshes. Was it the same way you obtained them for tanks and temples?...

Help with cov3D_precomp

3

Hi, Thanks for the great work. Does your code allow taking covariance matrix as input? If I set "cov3D_precomp" to True, does the function build_covariance_from_scaling_rotation give me exactly the same...

Approximate training time

1

Hi, thanks for the great work. Could you please tell me what is the expected training time for the method and what GPU you used for the same? Thanks in...