Submission: GigaPose+GenFlow (5 hypothesis)/TUD-L

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Submission name
Submission time (UTC) Sept. 20, 2024, 1:28 a.m.
User sp9103
Task Model-based 6D detection of unseen objects
Dataset TUD-L
Description
Evaluation scores
AP:0.688
AP_25:-1.000
AP_25_mm:-1.000
AP_MSPD:0.783
AP_MSSD:0.592
AP_MSSD_mm:-1.000
average_time_per_image:6.910

Method: GigaPose+GenFlow (5 hypothesis)

User sp9103
Publication Genflow: Generalizable recurrent flow for 6d pose refinement of novel objects, CVPR 2024
Implementation -
Training image modalities RGB-D
Test image modalities RGB
Description

We use GigaPose [A] to extract 5 hypothesis and run GenFlow[B].

[A] Nguyen et al.: GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence, CVPR 2024.

[B] Genflow: Generalizable recurrent flow for 6d pose refinement of novel objects, CVPR 2024

Computer specifications V100