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jsurya24082000/distracted-driver-detection

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App README

Distracted Driver Detection

Group 26 | Jayasurya Jayadevan & Karthikaa Mikkilineni

A deep learning system for real-time classification of distracted driver behaviors.

Model Performance

ModelAccuracyF1 Score
EfficientNet-B088.1%86.9%

Classes

  • —c0: Safe Driving
  • —c1: Texting (Right Hand)
  • —c2: Phone Call (Right Hand)
  • —c3: Texting (Left Hand)
  • —c4: Phone Call (Left Hand)
  • —c5: Operating Radio
  • —c6: Drinking
  • —c7: Reaching Behind
  • —c8: Hair/Makeup
  • —c9: Talking to Passenger

Usage

Upload an image of a driver and the model will classify their behavior.

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