phoenix-1-2/Distracted-Driver-Detection

This is a machine learning/neural network model that is used to predict the likelihood of what the driver is doing in the picture.

Distracted Driver Detection

This is a machine learning/neural network model that is used to predict the likelihood of what the driver is doing in picture.

Dataset

State Farm Distracted Driver Detection Kaggle (https://www.kaggle.com/c/state-farm-distracted-driver-detection/data)

Classes

Predicting the below classes based on what the driver is doing in picture :
• Safe driving
• Texting - right
• Talking on the phone - right
• Texting - left
• Talking on the phone - left
• Operating the radio
• Drinking
• Reaching behind
• Hair and makeup
• Talking to passenger

Algorithm used

Deep Learning - Convolutional Neural Networks

Technology used :

Python,Pandas,Sklearn,Keras