I am using the face_recognition python package to process images of people and detect the landmarks on their faces.

I actually want to create an ID for each user based on his/her face characteristics.

How can I uniquely identify a face using the landmarks? What makes 2 faces different or the same?

Is it the distance between their eyes, nose, lips, something about the chin? What is it unique in each one of us?

CodePudding user response：

You can try this python package which can detect, verify, .. faces

https://github.com/serengil/deepface

CodePudding user response：

what a problem to generate an ID?

1. You can combine picture's file name and face box coordinates (it allows to separate faces once you have mutiple faces at the same picture):

   ourholiday(12,23,45,33) ourholiday(33,53,145,123)

2. You can combine picrure file name and some hash of face landmarks;

3. ... Whatever!