Mamasodikov / passive-liveness-detetction

passive liveness detection POC with MLKIT

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What is the project about?

Passive liveness detection with mlkit

Getting Started

  • Clone the repository

Important Libraries and Frameworks

  • Hilt
  • MLKIT
  • Camera

Explanation

  • This detects slight natural movements on landmarks of faces that are presented to it and uses it to detect liveness,
  • It assumes that It is almost impossible for a human that is alive to be completely still, hence the landmarks on their faces will move slightly.
  • This is however a very limited assumption, and can still be spoofed by simply simulating slight movements using video or some other means.
  • see FaceAnalyzer class for more details

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passive liveness detection POC with MLKIT


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