search

cosanlab / py-feat

Facial Expression Analysis Toolbox
https://py-feat.org/
Other
248 stars 68 forks source link

Are there any progress in the performance improvements for py feat? #215

Open roberthobblebottom opened 3 months ago

roberthobblebottom commented 3 months ago

It took too long to run my 4k 30fps video frame by frame.

we also tried just doing detect_facebox(), detect_landmarks() and detect_aus(). It is still taking too long.

we also tried openface2 but I have so much problems with the docker image, it has been frustrating.

we fell back to DeepFace to just do emotion recognition and it is taking along time too.

But we thank all open source contributors, without them there will not be libraries in the first place to test out.

roberthobblebottom commented 3 months ago

Briefly looking at XGBClassifier() for AU detection, increasing the number of jobs through the parameter n_jobs seems like an option.Or even -1 n_jobs value to use all CPU workers? Has this been tried before? we may try this out if we aregoing to pause on our DeepFace emotion inference running right now.