Submission: GFreeDet-FastSAM/HOT3D/fastsam_score03_test

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Submission name fastsam_score03_test
Submission time (UTC) Nov. 29, 2024, 12:52 p.m.
User zyMeteroid
Task Model-free 2D detection of unseen objects
Dataset HOT3D
Description
Evaluation scores
AP:0.338
AP50:0.468
AP75:0.374
AP_large:0.386
AP_medium:0.299
AP_small:0.014
AR1:0.455
AR10:0.478
AR100:0.478
AR_large:0.594
AR_medium:0.412
AR_small:0.013
average_time_per_image:0.246

Method: GFreeDet-FastSAM

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 FastSAM and dinov2. Authors: Xingyu Liu, Yingyue Li, Chengxi Li, Gu Wang, Chenyangguang Zhang, Ziqin huang, Xiangyang Ji. Tsinghua University.

Computer specifications RTX3090