Submission: Pix2Pose-BOP19_w/ICP-ICCV19/YCB-V

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Submission name
Submission time (UTC) Oct. 18, 2019, 8:16 p.m.
User kirumang
Task Model-based 6D localization of seen objects
Dataset YCB-V
Training model type Default
Training image type Real
Description
Evaluation scores
AR:0.675
AR_MSPD:0.630
AR_MSSD:0.703
AR_VSD:0.693
average_time_per_image:2.106

Method: Pix2Pose-BOP19_w/ICP-ICCV19

User kirumang
Publication Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation, ICCV 2019
Implementation https://github.com/kirumang/Pix2Pose
Training image modalities RGB
Test image modalities RGB-D
Description

Results after 3D-ICP refinement using initial pose estimations of Pix2Pose-BOP-ICCV19.

Computer specifications i7-9700K / GTX 1070-Ti / RAM 32G