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littletomatodonkey / insight-face-paddle

End-to-end face detection and recognition system using PaddlePaddle.
Apache License 2.0
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Low accuracy in recognition models #20

Open sadimoodi opened 2 years ago

sadimoodi commented 2 years ago

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 commented 2 years ago

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 commented 2 years ago

I have tried setting the args.det = True and i can confirm that it FAILS to detect big faces, such as: Mike 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 commented 2 years ago

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.