PartNet How can I customize my own dataset?

How can I customize my own dataset?

Aug 12 '22 09:08 Lizhinwafu

Please check this issue: https://github.com/FENGGENYU/PartNet/issues/5

Aug 12 '22 15:08 FENGGENYU

Please check this issue: #5 Thanks, I will try.

Aug 12 '22 15:08 Lizhinwafu

Please check this issue: #5 This is my point cloud data and I want to do part instance segmentation on it. Do I need to separate each part first, generate a mesh file, and then mark it with the software you provided? I tried this software, but it didn't work. In addition, I would like to ask, there are some instance segmentation models that have achieved good results on the d3dis dataset. Do you think such models are suitable for part instance segmentation of a single target?

Aug 13 '22 08:08 Lizhinwafu

This is a tree object. You need to find some papers or models trained on trees.

Our provided software only accepts mesh file, such as obj file. It is used to label parts and symmetries and make train set.

Aug 13 '22 15:08 FENGGENYU

This is a tree object. You need to find some papers or models trained on trees.

Our provided software only accepts mesh file, such as obj file. It is used to label parts and symmetries and make train set.

Wang, Luhan, Lihua Zheng, and Minjuan Wang. "3D Point Cloud Instance Segmentation of Lettuce Based on PartNet." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022.

Thanks, this paper uses your model. So I want to try.

Aug 13 '22 15:08 Lizhinwafu