How to run inference on custom point clouds?

[anikimmel]

Hello!

How would I run inference on custom point clouds that I want to segment?

Thanks!

[yhyang-myron]

Hi, Thanks for your interest in our work!
You can replace the coordinates and normals sampled from the mesh surface with your custom point clouds and estimated normals.

[anikimmel]

Hey! Thanks for your response! Could you by any chance direct me to which script I would be using for that to fine-tune or evaluate segmentation without labels? I was trying to figure out which script I should be using to input the .xyz files and their normals.

[yhyang-myron]

Hi, you need to change the code at here. And you also need to delete the parameters like "face_index" or "inverse".

[anikimmel]

Generally, we want to train on an entire dataset. This command trains on a specific object:
sh scripts/train.sh -g 1 -d sampart3d -c sampart3d-trainmlp-render16views -n knight -o knight

How would we finetune the existing model on a new dataset? Which commands would we call/parameters to pass in?

Thanks!