Method: CosyPose-ECCV20-SYNT+REAL-1VIEW-ICP

User yann_labbe
Publication Labbé et al, CosyPose: Consistent multi-view multi-object 6D pose estimation, ECCV 2020
Implementation https://github.com/ylabbe/cosypose
Training image modalities RGB
Test image modalities RGB-D
Description

We apply ICP to each individual 6D pose estimates. The pose estimates are the ones from CosyPose-ECCV20-SYNT+REAL-1VIEW. We use parts of Pix2pose's ICP implementation https://github.com/kirumang/Pix2Pose/blob/master/tools/5_evaluation_bop_icp3d.py.

MaskRCNN predicted masks are used to pick the 3D points that correspond to the detection in the depth.

Computer specifications CPU: 20-core Intel Xeon 6164 @ 3.2 GHz, GPU: Nvidia V100

Public submissions

Date Submission name Dataset
2020-08-17 23:11 - ITODD
2020-08-17 23:11 - HB
2020-08-18 19:12 - T-LESS
2020-08-18 19:13 - TUD-L
2020-08-18 19:13 - IC-BIN
2020-08-18 19:14 - YCB-V
2020-08-19 02:03 - LM-O