Submission: GDet2023-PBR/YCB-V

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Submission name
Submission time (UTC) Sept. 26, 2023, 8:49 a.m.
User zyMeteroid
Task 2D detection of seen objects
Dataset YCB-V
Description
Evaluation scores
AP:0.823
AP50:0.971
AP75:0.952
AP_large:0.852
AP_medium:0.787
AP_small:0.404
AR1:0.857
AR10:0.867
AR100:0.867
AR_large:0.899
AR_medium:0.805
AR_small:0.400
average_time_per_image:0.196

Method: GDet2023-PBR

User zyMeteroid
Publication Not yet
Implementation Pytorch
Training image modalities RGB
Test image modalities RGB
Description

Submitted to: BOP Challenge 2023

Training data: only provided PBR

Used 3D models: None

Notes:

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

GDet2023 is based on YOLOv8, with stronger data augmentation and ranger optimizer.

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