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What is the best method to find whether a person's face is real face or fake face with Intel Realsense D415?

Vkasi1
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I have been using Intel RealSense D415 camera to do a face anti spoofing method, what I did was get the distance of certain face features such as eye, nose and mouth then if all this distance is not in between certain range(the difference of each distance should be more than 0.3cm) then it is considered real face. The problem Im facing now is the result is not consistence which sometimes a real face is judged as fake and fake face as real. I would like to know a best method to achieve the result for this.

 

Thank You.

 

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