Submission: GPose2023-OfficialDet/HB

Download submission
Submission name
Submission time (UTC) Aug. 15, 2023, 9:10 a.m.
User zyMeteroid
Task 6D localization of seen objects
Dataset HB
Description
Evaluation scores
AR:0.944
AR_MSPD:0.966
AR_MSSD:0.957
AR_VSD:0.908
average_time_per_image:6.363

Method: GPose2023-OfficialDet

User zyMeteroid
Publication not yet
Implementation Pytorch
Training image modalities RGB-D
Test image modalities RGB-D
Description

Submitted to: BOP Challenge 2023

Training data: real + provided PBR

Used 3D models: Reconstructed for T-LESS, default for other datasets

Notes:

Authors: Ruida Zhang, Ziqin Huang, Gu Wang, Xingyu Liu, Chenyangguang Zhang and Xiangyang Ji. (Tsinghua University)

GDRNPP + coordinate-guided depth refinement, using default detection. A network is trained for each object.

Computer specifications GPU RTX 3090; CPU AMD EPYC 7H12 64-Core Processor.