Owen-Liuyuxuan / visualDet3D

Official Repo for Ground-aware Monocular 3D Object Detection for Autonomous Driving / YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection
https://owen-liuyuxuan.github.io/papers_reading_sharing.github.io/3dDetection/GroundAwareConvultion/
Apache License 2.0
361 stars 76 forks source link

Mismatch between 2D bbox and projected 3D bbox after affine transformation #71

Closed cswenhaowu closed 1 year ago

cswenhaowu commented 1 year ago

Hi, thanks a lot for the excellent work.

I have a question about the affine transformation augmentation. I applied RandomWarpAffine on KITTI dataset, and I drew the 2D bbox and projected 3D bbox (with P2 modified by RandomWarpAffine). I found that the 2D bbox can well enclose the object, but the projected 3D bbox will deviate from the object. Could you please help me solve the problem? Or is there any temporal workaround here? Thanks for your help in advance.

cswenhaowu commented 1 year ago

Hi, sorry for my mistake when projecting and drawing 3D boxes on the image plane. And thanks again for the great work.

MJITG commented 2 months ago

Same problem... So which one should I use during typical 2d detection? The provided 2d bbox or projected 3d bbox?