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Ford: cluster radar points #1420

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wants to merge 26 commits into from
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Ford: cluster radar points #1420

wants to merge 26 commits into from

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sshane
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@sshane sshane commented Oct 26, 2024

Here is https://connect.comma.ai/b9d015f8ff659e1e/000004b6--2657291be4/440/465 clustered:

ford-radar-dbscan-clustering.mp4

We still need to somehow correlate which clusters are which between updates.

@github-actions github-actions bot added car related to opendbc/car/ ford labels Oct 26, 2024
@sshane
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sshane commented Oct 26, 2024

5m DBSCAN clustering seems to be more stable.

This is with clustering and matching the closest clusters from the previous 8Hz measurement cycle to the current one. You can see how big of a difference lead accel makes!

(text is dRel, yRel, vRel, clusterId)

image

ford-clustering-fixed.mp4
  • Need to cluster without dependencies now

@sshane sshane mentioned this pull request Oct 29, 2024
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@sshane sshane closed this Oct 30, 2024
@sshane sshane deleted the ford-cluster-radar branch October 30, 2024 07:58
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