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Implement TensorFlow Lite Model for Advanced Face Analysis #12

@dineshroxonn

Description

@dineshroxonn

Objective

Upgrade from ML Kit to TensorFlow Lite for more advanced facial analysis

Tasks

  • Research and select appropriate TensorFlow Lite models
  • Implement custom model for:
    • Precise eye state detection
    • Yawning detection
    • Head pose estimation
  • Optimize model for mobile performance
  • Implement model quantization
  • Add model versioning support

Success Criteria

  • Improved accuracy in drowsiness detection
  • Faster inference time
  • Reduced false positives
  • Support for different lighting conditions

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    P0Critical priorityml-modelMachine learning model related

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