Submission: GigaPose+MegaPose (1 hypothesis)/HB/GigaPose + MegaPose's refinement

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Submission name GigaPose + MegaPose's refinement
Submission time (UTC) Nov. 27, 2023, 3:49 p.m.
User nvnguyen
Task Model-based 6D localization of unseen objects
Dataset HB
Description We use GigaPose to extract 5 hypothesis and run MegaPose's refinement.
Evaluation scores
AR:0.722
AR_MSPD:0.765
AR_MSSD:0.713
AR_VSD:0.688
average_time_per_image:8.426

Method: GigaPose+MegaPose (1 hypothesis)

User nvnguyen
Publication https://arxiv.org/abs/2311.14155
Implementation https://github.com/nv-nguyen/gigapose
Training image modalities RGB
Test image modalities RGB
Description

We use GigaPose (Nguyen et al., CVPR 2024) to extract 1 coarse pose hypothesis, then refine the pose with MegaPose (Labbé et al., CoRL 2022).

GigaPose: https://github.com/nv-nguyen/gigapose

MegaPose: https://github.com/megapose6d/megapose6d

Computer specifications V100