Submitted by Tuan Ngo.

Submission data

Full name3D Instance Segmentation with Instance-aware Sampling
Publication titleISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution
Publication authorsTuan Duc Ngo, Binh-Son Hua, Khoi Nguyen
Publication venueCVPR 2023
Input Data TypesUses Color,Uses Geometry        Uses 3D
Programming language(s)Python
HardwareNVIDIA V100
Source code or download URLhttps://github.com/VinAIResearch/ISBNet
Submission creation date6 Aug, 2022
Last edited22 Mar, 2023

3D semantic instance results



Infoavg ap 50%bathtubbedbookshelfcabinetchaircountercurtaindeskdoorotherfurniturepicturerefrigeratorshower curtainsinksofatabletoiletwindow
permissive0.7571.0000.9040.7310.6780.8950.4580.6440.6700.7100.6200.7320.6501.0000.7560.7780.7791.0000.614