Functional Categorical Grasping Dataset

About this repository

This repository contains 3D meshes of objects of three categories:

  1. Drills
  2. Spray bottles
  3. Mugs

Details

There are 39 meshes in total, 13 per category.

The dataset is particularly useful for research in a field of functional grasping and functional tool use, as each category has a distinct functional grasp required to use an object of that type.

All meshes are scaled to realistic sizes, specifically: to be functionally grasped by a 5-finger Schunk SIH hand.

       

References

Before modification, source meshes were obtained from:

Learning Postural Synergies for Categorical Grasping through Shape Space Registration

Free3d

Freepik

3DSky