Submission: GDet2023/LM-O

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Submission name
Submission time (UTC) Sept. 25, 2023, 3:21 p.m.
User zyMeteroid
Task 2D detection of seen objects
Dataset LM-O
Description
Evaluation scores
AP:0.707
AP50:0.939
AP75:0.833
AP_large:0.748
AP_medium:0.741
AP_small:0.516
AR1:0.746
AR10:0.764
AR100:0.770
AR_large:0.776
AR_medium:0.797
AR_small:0.546
average_time_per_image:0.228

Method: GDet2023

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

Submitted to: BOP Challenge 2023

Training data: real + 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.