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chaosemer avatar chaosemer commented on August 16, 2024

Tango's loop closure optimization pass can improve the remembered trajectory, but it won't be perfect. It sounds like the red markers were off before you saved and they got stored in that off state. Further, repeated traversal along the path of the markers can help Tango learn that you just walked back and forth along a line.

I hope this clarifies things. Please tell me if you have any more questions.

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LudwikJaniuk avatar LudwikJaniuk commented on August 16, 2024

Thank you for replying. I was specifically trying to make the red markers be placed in an off state, to see loop closure correction "in action". While I understand the improved trajectory won't be perfect, the results look like it didn't happen at all, leading me to believe that there's rather something wrong with the code that updates the markers' locations to match the updated estimated trajectory. Are you saying that the loop closure correction effect is really so miniscule that it's consistent with what I saw in my experiment? What it looks like is that Tango updates its camera position by several meters on the loop closure event, but the remembered trajectory is improved only by a few centimeters. To clarify my question, I modified the picture from the docs:

drift_correction_trajectories

When saying the improved trajectory won't be perfect, do you mean it will be closer to the magenta or orange trajectory I drew? Because from the experiment it looks like the orange one, but that would be quite disappointing.

Also, if that's the case, could you propose a different experiment I could perform to see loop closure correction in action? I want to extend it to other objects, but don't I like the idea of coding it without being able to validate that it works.

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LudwikJaniuk avatar LudwikJaniuk commented on August 16, 2024

This issue is still bugging me. I'm currently resorting to scanning the whole area once before doing anything in it, but it would be nice to knwo what is going on here.

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