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ayaan-mphasis avatar ayaan-mphasis commented on June 24, 2024 1

Any way you know of to get the semantic meaning in the point clouds?

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yhyang-myron avatar yhyang-myron commented on June 24, 2024

I'm sorry I didn't understand your question. How do you want to fetch individual objects?

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ayaan-mphasis avatar ayaan-mphasis commented on June 24, 2024

I want to have the coordinates of the segmented objects to possibly get a bounding box around them and get their semantic meaning.

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yhyang-myron avatar yhyang-myron commented on June 24, 2024

With SAM3D, you can obtain the group_id for every point in a scene, as well as the coordinates in the original data. You may calculate the coordinates(max, min or mean) for each group.

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ayaan-mphasis avatar ayaan-mphasis commented on June 24, 2024

Okay thanks! Another small query, the group_id represents a label or class in ScanNet dataset right?

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yhyang-myron avatar yhyang-myron commented on June 24, 2024

Group_id just represents the group only, without any semantic information.

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matbee-eth avatar matbee-eth commented on June 24, 2024

Any way you know of to get the semantic meaning in the point clouds?

Would likely need to integrate something like this: https://github.com/IDEA-Research/Grounded-Segment-Anything

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ayaan-mphasis avatar ayaan-mphasis commented on June 24, 2024

@yhyang-myron For example I want to get the coordinates of a chair in point cloud, is there anyway that might be possible?

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