Submission: GDet2023-PBR/IC-BIN

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Submission name
Submission time (UTC) Sept. 26, 2023, 8:47 a.m.
User zyMeteroid
Task Model-based 2D detection of seen objects
Dataset IC-BIN
Description
Evaluation scores
AP:0.731
AP50:0.930
AP75:0.877
AP_large:0.832
AP_medium:0.766
AP_small:0.427
AR1:0.126
AR10:0.694
AR100:0.804
AR_large:0.887
AR_medium:0.818
AR_small:0.500
average_time_per_image:0.234

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.