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Add script to evaluate face detection by WIDERFace #70

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merged 4 commits into from
Jul 14, 2022
Merged

Add script to evaluate face detection by WIDERFace #70

merged 4 commits into from
Jul 14, 2022

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WanliZhong
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@WanliZhong WanliZhong commented Jul 12, 2022

The script is modified based on WiderFace-Evaluation.

  • Add dataset for evaluation: WIDERFace
  • Report yunet accuracy

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@fengyuentau fengyuentau left a comment

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Looks good to me 👍 Please see below for some minor changes. By the way, can you update models/face_detection_yunet/README.md with the accuracy?

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@fengyuentau fengyuentau self-assigned this Jul 12, 2022
@fengyuentau fengyuentau added the feature New feature or request label Jul 12, 2022
@fengyuentau fengyuentau added evaluation adding tools for evaluation or bugs of eval scripts and removed feature New feature or request labels Jul 13, 2022
| Models | Easy AP | Medium AP | Hard AP |
|-------------|---------|-----------|---------|
| YuNet | 0.8498 | 0.8384 | 0.7357 |
| YuNet quant | 0.7751 | 0.8145 | 0.7312 |
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Medium AP is much higher than Easy AP for YuNet quant?

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@WanliZhong You can doublecheck with the offcial eval tools of WiderFace

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@WanliZhong WanliZhong Jul 14, 2022

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The result of the original script is also the same.
image

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Merge as is. YuNet will be updated soon.

@fengyuentau fengyuentau merged commit 5419054 into opencv:master Jul 14, 2022
fengyuentau pushed a commit that referenced this pull request Jun 8, 2023
* Add script to evaluate face detection by WIDERFace

* add the result of YuNet
@fengyuentau fengyuentau added this to the 4.9.0 (first release) milestone Dec 28, 2023
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3 participants