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What is the transformation matrix for Face Detection Landmarks anyways? #5803

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ArdaSenyurek opened this issue Jan 1, 2025 · 2 comments
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task:face detection Issues related to Face Detection: Identify faces in images and video type:support General questions

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@ArdaSenyurek
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Transformation Matrix for Face Detection

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What is the transformation matrix? What does it map from to what?

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@kuaashish kuaashish added task:face detection Issues related to Face Detection: Identify faces in images and video type:support General questions labels Jan 2, 2025
@kuaashish
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kuaashish commented Jan 3, 2025

Hi @ArdaSenyurek,

In the context of MediaPipe's face detection, a transformation matrix is a mathematical tool that maps points from a 3D canonical face model to the corresponding detected face landmarks in a 2D image or 3D space.

For further clarification, please refer to the following article.

Thank you!!

@kuaashish kuaashish added the stat:awaiting response Waiting for user response label Jan 3, 2025
@ArdaSenyurek
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Can you please provide an example on how to use it? For example, given a 3D object, e.g glasses, we want to mount it on the face. What is the use of transformation matrix in this case?

@google-ml-butler google-ml-butler bot removed the stat:awaiting response Waiting for user response label Jan 3, 2025
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