3

I have point clouds for 400 objects. I have also some other features of these objects. For example their weights.

How I can now train model to predict the weight based on the shape(point cloud)?

I have seen pointnet but is seems it is only for classification?

Mateusz
  • 63
  • 3

1 Answers1

0

My understanding of your problem s the target is weight and the point cloud are the features.

Creating a different representations of the point cloud that are amenable to machine learning is called feature engineering.

Possible feature engineering options:

  • Input each individual cloud point.
  • Calculate total volume of cloud points.
  • Template matching. Define shapes and then categorize each point cloud into one of those shapes. The shapes could be for the entire point cloud or subsets.
Brian Spiering
  • 20,142
  • 2
  • 25
  • 102