Neural-Point-Cloud-Rendering-via-Multi-Plane-Projection icon indicating copy to clipboard operation
Neural-Point-Cloud-Rendering-via-Multi-Plane-Projection copied to clipboard

Published 20 hours ago • verified publisher icon daipengwa

Is RGB pixel feature necessary?

Open Sylvia6 opened this issue 3 years ago • 3 comments

For some colorless point cloud files, if there is no RGB pixel feature as the model input, but it is used to calculate the perceived loss, can the model work properly?

Sylvia6 avatar Jun 07 '21 07:06 Sylvia6

I haven't tried training this network without RGB initialization yet. But I think it's possible as shown in this project https://github.com/alievk/npbg.

daipengwa avatar Jun 08 '21 03:06 daipengwa

@daipengwa Thank you for your reply. Could you share me the pre-trained model weight of neural render net?

Sylvia6 avatar Jun 10 '21 08:06 Sylvia6

This is one pre-trained model weight on ScanNet 'scene_0000_00', https://drive.google.com/drive/folders/1rP7xDhOtx-L24ymJGY3A0EgxSDVEAAAA?usp=sharing.

daipengwa avatar Jun 10 '21 09:06 daipengwa