Skip to content

Add script to evaluate face detection by WIDERFace#70

Merged
fengyuentau merged 4 commits intoopencv:masterfrom
WanliZhong:widerface_eval
Jul 14, 2022
Merged

Add script to evaluate face detection by WIDERFace#70
fengyuentau merged 4 commits intoopencv:masterfrom
WanliZhong:widerface_eval

Conversation

@WanliZhong
Copy link
Copy Markdown
Member

@WanliZhong WanliZhong commented Jul 12, 2022

The script is modified based on WiderFace-Evaluation.

  • Add dataset for evaluation: WIDERFace
  • Report yunet accuracy

Copy link
Copy Markdown
Member

@fengyuentau fengyuentau left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

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?

@fengyuentau fengyuentau self-assigned this Jul 12, 2022
@fengyuentau fengyuentau requested review from kaingwade and zihaomu July 12, 2022 07:16
@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 |
Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Medium AP is much higher than Easy AP for YuNet quant?

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

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

Copy link
Copy Markdown
Member Author

@WanliZhong WanliZhong Jul 14, 2022

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

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

@fengyuentau
Copy link
Copy Markdown
Member

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
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

evaluation adding tools for evaluation or bugs of eval scripts

Projects

None yet

Development

Successfully merging this pull request may close these issues.

3 participants