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driverdetection's Introduction

DriverDetection

A python script that detects if the driver is distracted or not.

Prerequisites:

  1. TensorFlow
  2. Keras with TF as backend
  3. Numpy, Pandas, OpenCV, Scikit-learn

Dataset:

The dataset has been taken from the Kaggle Challenge. It consists of 10 labels with the driver in different poses. alt tag

Here is the detailed description of the classes.

c0: safe driving
c1: texting - right
c2: talking on the phone - right
c3: texting - left
c4: talking on the phone - left
c5: operating the radio
c6: drinking
c7: reaching behind
c8: hair and makeup
c9: talking to passenger

driverdetection's People

Watchers

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