Submission: GigaPose+MegaPose (5 hypothesis)/IC-BIN

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Submission name
Submission time (UTC) Feb. 28, 2024, 11:49 a.m.
User nvnguyen
Task Model-based 6D localization of unseen objects
Dataset IC-BIN
Description
Evaluation scores
AR:0.473
AR_MSPD:0.528
AR_MSSD:0.465
AR_VSD:0.427
average_time_per_image:17.247

Method: GigaPose+MegaPose (5 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 5 coarse pose hypothesis, then refine the pose with MegaPose (Labbé et al., CoRL 2022). The final prediction is selected by coarse network of MegaPose.

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

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

Computer specifications V100