Submission: GFreeDet-SAM/HOPEv2/hope_thre03

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Submission name hope_thre03
Submission time (UTC) Nov. 29, 2024, 5:37 a.m.
User zyMeteroid
Task Model-free 2D detection of unseen objects
Dataset HOPEv2
Description
Evaluation scores
AP:0.384
AP50:0.629
AP75:0.404
AP_large:0.446
AP_medium:0.073
AP_small:0.089
AR1:0.419
AR10:0.472
AR100:0.472
AR_large:0.544
AR_medium:0.118
AR_small:0.089
average_time_per_image:2.283

Method: GFreeDet-SAM

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

Submitted to: BOP Challenge 2024

Training data: Zero-shot

Onboarding data: static onboarding

Notes: 1. Reconstruction: We use Gaussiansplatting for reconstruction. All static onboarding images are used. 2. Pose Estimation: based on SAM and dinov2. Authors: Xingyu Liu, Yingyue Li, Chengxi Li, Gu Wang, Chenyangguang Zhang, Ziqin huang, Xiangyang Ji. Tsinghua University.

Computer specifications RTX3090