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jihanyang avatar jihanyang commented on August 12, 2024

Actually, random_object_scaling is disabled in da_nuscenes_dataset. Since KITTI is collected in Germany while other datasets are mostly collected in USA, I only enlarge the SCALE_UNIFORM_NOISE when the data collection locations are very different. The scale range is not carefully tuned or follows some rules.

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weiyithu avatar weiyithu commented on August 12, 2024

Sorry, I do not get it. I see you use random_object_scaling in da_nuscenes_dataset. If we run KITTI->nuscenes, can you recommand us SCALE_UNIFORM_NOISE and SIZE_RES in da_kitti_nuscenes_dataset.yaml?

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jihanyang avatar jihanyang commented on August 12, 2024

DISABLE_AUG_LIST: ['random_object_scaling', 'random_object_rotation']

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jihanyang avatar jihanyang commented on August 12, 2024

Maybe just refer the range of SCALE_UNIFORM_NOISE of nus -> kitti and enlarge the boxes more strong.

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weiyithu avatar weiyithu commented on August 12, 2024

Thanks for your responce.

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