1adrianb / 1adrianb/face-alignment

blazeface No face detected in FIRST source image

Abierto
#364 0 comentarios 0 reacciones 0 asignados Ver en GitHub
Lenguaje dominante
Python
Estrellas
7.5k
Forks
1.4k
Métricas de merge de PR
Sin PR fusionados en 30 d

Descripción

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.

Guía de contribución

No hay ninguna guía de contribución indexada para este repositorio

Línea de trabajo

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.

Escrito por el modelo de indexación a partir del texto del issue.

Evaluación

Stack tecnológico
python, pytorch
Área
ai, computer-vision
Tipo de issue
Error
Dificultad
4/5
Tiempo estimado
3-5 días
Estado de actividad
Estancado
Claridad
Bastante claro
Aptitud para principiantes
35/100

Recibe los nuevos issues en tu correo

Un resumen breve de issues de GitHub para principiantes.