Submission: GPose2023-PBR/HB

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Submission name
Submission time (UTC) Sept. 26, 2023, 12:01 p.m.
User zyMeteroid
Task Model-based 6D localization of seen objects
Dataset HB
Description
Evaluation scores
AR:0.950
AR_MSPD:0.971
AR_MSSD:0.961
AR_VSD:0.918
average_time_per_image:3.539

Method: GPose2023-PBR

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: only 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 GDet2023-PBR as detection. A network is trained for each object.

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