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Comments (7)

weiyithu avatar weiyithu commented on May 28, 2024

Hi, you mean the panoptic occupancy labels or using the panoptic images as inputs?

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joonsu0109gh avatar joonsu0109gh commented on May 28, 2024

I mean panoptic occupancy labels.

Thank you for the prompt response.

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weiyithu avatar weiyithu commented on May 28, 2024

Yeah, our generated labels are panoptic occupancy labels, not monocular ones.

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joonsu0109gh avatar joonsu0109gh commented on May 28, 2024

Oh, what I want to ask is whether I can add instance labels to the occupancy using NuScenes panoptic LiDAR segmentation labels.
I apologize for any confusion.

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lqzhao avatar lqzhao commented on May 28, 2024

Yes, you can add instance labels to the foreground objects according to the known bounding boxes. Each bounding box has a unique 'object token', which can be the key for you to distinguish different objects with the same semantic labels.

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joonsu0109gh avatar joonsu0109gh commented on May 28, 2024

Do you mean that I can add instance labels with a bounding box without using LiDAR panoptic segmentation labels?

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lqzhao avatar lqzhao commented on May 28, 2024

Hi, I'm not very familiar with "LiDAR panoptic segmentation labels" in nuScenes. If nuScenes already provides point-wise "LiDAR panoptic segmentation labels", you can use them to replace the LiDAR semantic segmentation labels in our occupancy generation pipeline.

The bounding boxes are used in our generation pipeline to crop movable objects from the scene. If nuScenes doesn't provide point-wise "LiDAR panoptic segmentation labels", you can use 'object token' to generate instance-level occupancy labels.

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