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feat(perception): update perception criteria #272

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merged 19 commits into from
Oct 6, 2023
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ktro2828
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@ktro2828 ktro2828 commented Oct 6, 2023

Types of PR

  • New Features

Description

Update criteria for perception evaluation.

After this PR, users can choose criteria from the following two options.

  • num_tp ... Based on the number of the TP(or TN) objects
  • metrics_score ... Based on classification accuracy for classification task or mAP for the others

In a scenario file,

Evaluation:
  ...
  Conditions:
    PassRate <float>
    CriteriaMethod <Optional[str]>
    CriteriaLevel <Optional[str, float]>

See the details of definition -> TIER IV INTERNAL LINK

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ktro2828 and others added 9 commits October 4, 2023 16:41
Signed-off-by: ktro2828 <kotaro.uetake@tier4.jp>
Signed-off-by: ktro2828 <kotaro.uetake@tier4.jp>
Signed-off-by: ktro2828 <kotaro.uetake@tier4.jp>
Signed-off-by: ktro2828 <kotaro.uetake@tier4.jp>
Signed-off-by: ktro2828 <kotaro.uetake@tier4.jp>
Signed-off-by: ktro2828 <kotaro.uetake@tier4.jp>
Signed-off-by: ktro2828 <kotaro.uetake@tier4.jp>
Signed-off-by: ktro2828 <kotaro.uetake@tier4.jp>
@ktro2828 ktro2828 marked this pull request as ready for review October 6, 2023 06:16
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@hayato-m126 hayato-m126 left a comment

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please check review comment

hayato-m126 and others added 3 commits October 6, 2023 17:58
Signed-off-by: ktro2828 <kotaro.uetake@tier4.jp>
Co-authored-by: Hayato Mizushima <hayato-m126@users.noreply.github.com>
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LGTM
I confirmed this PR woks fine with the dataset below.
https://tier4.github.io/driving_log_replayer/quick_start/perception/

@hayato-m126 hayato-m126 merged commit 3ea704f into develop Oct 6, 2023
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@hayato-m126 hayato-m126 deleted the feat/criteria branch October 6, 2023 10:05
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2 participants