Submission: GigaPose + GenFlow/HOPEv2

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Submission name
Submission time (UTC) Sept. 23, 2024, 7:43 a.m.
User sp9103
Task Model-based 6D detection of unseen objects
Dataset HOPEv2
Description
Evaluation scores
AP:0.358
AP_25:-1.000
AP_25_mm:-1.000
AP_MSPD:0.413
AP_MSSD:0.302
AP_MSSD_mm:-1.000
average_time_per_image:6.184

Method: GigaPose + GenFlow

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

Submitted to: BOP Challenge 2024

Training data: MegaPose-GSO and MegaPose-ShapeNetCore

Used 3D models: Default,

Notes: We use GigaPose [A] to extract 1 hypothesis and run GenFlow[B]. In this submission, CNOS_fastSAM [A] detections are used

[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 RTX 3090 Ti