Megvii-BaseDetection / Megvii-BaseDetection/BEVDepth

How to deal with camera pixels without lidar point?

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Dominant language
Python
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Description

Thanks for your great work! Your work has been very inspiring to me!

I have a little confusion. For example, in the following figure, the camera pixel indicated by the arrow cannot match any lidar point. In this case, how to provide depth supervision? Another question is: if a camera pixel cannot match any lidar, how to get the "ground truth" in Table 1 in your paper "BEVDepth"?
image

Thanks!

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Research direction

The issue does not name a source file, test, or entry point to inspect. First trace how camera pixels without matching lidar points are handled and how Table 1 ground truth is produced; the work is done when the repository or documentation clearly answers both questions.

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Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Documentation
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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