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How to get face embedding / encoding? #102
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I may have misunderstood what you are asking, but this project isn't about getting face encodings for recognition purposes. For that, you will need something else, such as https://github.com/ageitgey/face_recognition. |
@MattyB95 Maybe I misunderstood this project, but I thought MTCNN + FaceNet not only allows face detection, but also recognition / identification, by assigning a 128D vector embedding to each face. https://github.com/davidsandberg/facenet Is it correct @ipazc? |
@josephernest I'm not completely familiar with FaceNet but wouldn't that be providing the face recognition/identification encodings. This project would be more about cropping the image to the facial region for that purpose, but I will let @ipazc give his verdict :) |
MTCNN is only used to detect faces in an image, |
@imnimn Is there a Python implementation that packs together: MTCNN to get the face box + facenet or deepface for the encoding? |
@josephernest please check this article: |
Congrats for this nice project @ipazc!
I see the output of your algorithm is something like:
i.e. it gives the bounding box, the keypoints (nose, mouth, eye, etc.).
But how to get an face embedding / face encoding, to be able to do face identification?
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