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feat(augmentation): add local bbox augmentation#215

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KSeangTan wants to merge 39 commits into
tier4:mainfrom
KSeangTan:feat/add_local_bbox_augmentation
Open

feat(augmentation): add local bbox augmentation#215
KSeangTan wants to merge 39 commits into
tier4:mainfrom
KSeangTan:feat/add_local_bbox_augmentation

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@KSeangTan KSeangTan commented Jun 5, 2026

Summary

The PR add local noises to each bounding box as part of augmentation for evaluation purpose. It also adds new metrics: nuscenes detection scores (NDS) to evaluate location errors.

To use this, we need to enable in this way:

dict(
        type="Local3DBBoxExpand",
        expand_widths=[0.20, 0.40],  # 10cm - 20cm to each side
        label_ids=[0],  # car
        expand_lengths=None,  # no expand
    ),
    dict(
        type="Local3DBBoxExpand",
        expand_widths=[0.50, 0.80],  # 25cm - 40cm to each side
        label_ids=[1],  # trucks
        expand_lengths=[0.4, 0.60],  # 20cm - 30cm to each side
    ),
    dict(
        type="Local3DBBoxExpand",
        expand_widths=[0.5, 0.8],  # 25cm - 40cm to each side
        label_ids=[2],  # buses
        expand_lengths=[0.5, 0.9],  # 25cm - 45cm to each side
    ),

@KSeangTan KSeangTan self-assigned this Jun 5, 2026
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