How to train and inference in a novel Object Mesh?

[JinluZhang1126]

Hi, thanks for your contribution!
I want to know how to build a pipeline for any new objects which are not included in your listed datasets?
Should I build a new dataset class? It seems your project is kind of complex and I do not see any docs about this.
Looking forward to your response!

[SShowbiz]

Hi, thanks for your contribution! I want to know how to build a pipeline for any new objects which are not included in your listed datasets? Should I build a new dataset class? It seems your project is kind of complex and I do not see any docs about this. Looking forward to your response!

Thank you for your interest in our work!

You don't need to build a new dataset class. Just add your objects under data/SketchFab with similar formats as others.

However you need to specify parameters for (1) rendering, (2) inpainting, and (3) filtering. Each of the parameters are defined in (1) constants/generation/assets.py, (2) constants/generation/assets.py, and (3) constants/coma/qual.py. There are few examples on each file, so you may follow them.