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[Fix] Several Fixes for Multi-View 3D Grounding Baseline #54

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merged 16 commits into from
May 24, 2024

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@mxh1999 mxh1999 commented May 18, 2024

Modification

Several fixes for multi-view 3D visual grounding baseline:

  • Augmentation: Fix the rotation and scaling behavior of EulerInstance3DBoxes (related to orientations), also affect MV-3DDet baseline
  • Data: Fix some data samples with inaccurate tokens_positive corresponding to the target in the language prompt
  • Model: Fix create_positive_maps for training with batch_size > 1
  • Enhancement: Support training with multiple grounding boxes in a single language prompt

All the fixes will result in a little performance improvement:

Method [email protected] [email protected]
Previous 35.15 12.75
Current 36.11 13.43

@mxh1999 mxh1999 requested a review from Tai-Wang May 18, 2024 09:24
@Tai-Wang Tai-Wang changed the title [Fix] Rotate and Scale function in Euler 3D box [Fix] Several Fixes for Multi-View 3D Grounding Baseline May 24, 2024
@Tai-Wang Tai-Wang merged commit 6711023 into OpenRobotLab:main May 24, 2024
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2 participants