Submission: GDet2023/ITODD

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Submission name
Submission time (UTC) Sept. 25, 2023, 3:31 p.m.
User zyMeteroid
Task 2D detection of seen objects
Dataset ITODD
Description
Evaluation scores
AP:0.640
AP50:0.767
AP75:0.730
AP_large:0.641
AP_medium:0.514
AP_small:-1.000
AR1:0.256
AR10:0.801
AR100:0.822
AR_large:0.841
AR_medium:0.553
AR_small:-1.000
average_time_per_image:0.191

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.