1adrianb / 1adrianb/face-alignment

blazeface No face detected in FIRST source image

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説明

Hi, I hope this is the right place to post this question.

I'm trying to use Blazeface in a Liveportrait workflow in the Liveportrait LoadFaceAlignment Cropper Node. I had it working a few weeks ago but had to uninstall and reinstall. Now Blazeface & Blazeface Back Camera both give the error message: blazeface No face detected in FIRST source image

I was able to get SFD to work, so my first question is if SFD is just as good. If it is, please let me know and ignore the rest.

I seem to remember that there was a setting for "confidence" that would fix this problem, but I looked through every node 3 times and can't find it.

I also read somewhere that blazeface uses 6 keypoints. 2 eyes, 2 ears, nose, & mouth. The subject has her ears covered by long hair. Could this cause the problem?

Those are the causes I could think of. If someone can give me some ideas I'd really appreciate it.

コントリビューションガイド

このリポジトリのコントリビューションガイドは索引されていません

調査の方向性

The issue is about Blazeface failing to detect a face in the first source image within a Liveportrait workflow. Check the Blazeface model implementation and its confidence threshold settings. Look at the face-alignment library's source code for the Blazeface detector, possibly in face_alignment/detection/blazeface.py. Review how keypoints (eyes, ears, nose, mouth) are used and if hair covering ears affects detection. Compare with SFD detector to understand differences.

索引モデルが issue の本文から書いたものです。

評価

技術スタック
python, pytorch
領域
ai, computer-vision
issue の種類
バグ
難易度
4/5
見積もり時間
3〜5日
活発さ
停滞
明瞭さ
おおむね明確
初心者へのやさしさ
35/100

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