Driver-Accident-Detection-System

This is the code for my undergraduate capstone project. This contains code for 3 submodules - Driver Sleep Detection, Driver Drunkeness Detection and Vehicle Collision Detection.

Vehicle Collision Detection

Directory Structure

dataset_h5<br/>
├── test_set<br/>
│   ├── .npz files<br/>
├── train<br/>
├── val<br/>

Train and test the detector

Vehicle\ Collision\ Detection/vehicle\ collision.ipynb

Driver Sleep Detection

Please refer to its own repository for more details on how to set and run this.

Driver Drunkenness Detection

Directory Structure

data<br/>
├── test<br/>
│   ├── data_folders<br/>
│   └── test.pkl<br/>
├── train<br/>
├── val<br/>

Dataset Preparation

python split_data.py

Train and test the detector

Driver\ Drunkenness\ Detection/jupyter/drunk\ detect\ final.ipynb