Low accuracy in recognition models

[sadimoodi]

Hello, I am facing very low accuracy in both recognition models (ArcFace and MobileFace), no matter how i play with the input params (such as Rec_thresh), i am not getting good results at all. what could be wrong?

[littletomatodonkey]

You can try only-det mode to find out whether the detector is the bottleneck, and the index is built by the recognition model on friends, you can try to see whether the index is right.

[sadimoodi]

I have tried setting the args.det = True and i can confirm that it FAILS to detect big faces, such as: however, i don't face an issue in medium size faces. BIG problem: recognition is very poor even on medium size / very clear faces something seems to be fundamentally wrong with this library as i have tried changing all params and nothing worked Note: I surely rebuilt the index.bin file to suit my images database

[littletomatodonkey]

yes, the current small detection model does not perform well on image with medium or large face, you can try replace the model with other models.