Question about: "face images should be well cropped here"

luckycallor / InsightFace-tensorflow

Tensoflow implementation of InsightFace (ArcFace: Additive Angular Margin Loss for Deep Face Recognition).

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Question about: "face images should be well cropped here" #19

Open khanhnt opened 5 years ago

khanhnt commented 5 years ago

Hi,

Thank you for your interesting work. I have tried to extract embedding with Pretrained Model, you mention that the face images should be well cropped here. Could you pls explain about it ? How well should I crop the faces ? Do I need to align the face ?

Thanks.

qwn19970728 commented 5 years ago

Have you solved this question?

AkhilAshref commented 5 years ago

Look at MTCNN or RetinaFace(deepinsight) face detections. They crop faces very tightly(Above eye brows to your chin, ears not included). Looking at Dlib you will see that after dlib face detection dlib face recognition loosens the bounding box of heads whereas this won't be required here.