abrarhasan3 / system_for_safe_road

This is the project for CSE 3200 (System Project). We have tried to develop a system for ensuring safety on the road. Here driving assistance is provided by detecting the Traffic sign using YOLOv4. And continuous monitoring of the vehicle is ensured using an android application named safe road.

Safe Road

This Project is about ensuring safety on road. The project is devided into two part.

1. Ensuing Assistance of the Driver
2. Fully Monitoring of the vechile.

Ensuing Driver Assistance:

We would like to detect the traffic sign by a trained Machine Learing model and alert the driver before 
reaching near the traffic sign.
Here YOLOv4 model is used to detect this. 
# The ipynb file contains the code for this.
Currently this model can detect only 4 sign. 
    
    1. Prohibitory
    2. Mandetory
    3. Danger
    4. Other

Monitoring of vechile:

This is done with an android app which would be used to track the buses
current location.
The application provides some more exiting feature for the admin pannel like:
    
    1. Designing a route from google maps.
    2. Assigning some point in the maps with a specific time schedule which the vechile must follow. 
    3. Editing or Deleting the route.
    4. Assigning a specific route to a trip.
    5. Seing the overall report of this trip (Late on the which point, Arrival Time etc).

Flow Chart of The System

Traffic Sign Detection:

Admin Side of The Application:

Bus Driver Side of The Application :

Schema Diagram of the Application:

Screenshot of Application:

Traffic Sign Detection:

Screenshot of Android Application:

Splash Screen		Choosing Account Type
BUS DRIVER SIDE
Choose The Activity	Page for Detecting Traffic Sign	Page for Bus Drive Action	Stating Journey
Navigation Drawer	Route Traveled By the bus	Traffic Sign Detection
ADMIN SIDE
Admin Password Dialog	Admin Pannel	Choosing Select Route	Entering Source Destination and ID
Setting The Flags	Reached The Destination	Add New Journey	Entered Infromation for Trip
Selecting The bus ID	Tracking The bus	Getting Bus Id for Report	Report of The trip
Editing The Route	Edit Options	Searching For Specific Location	Setting The Timer

Authors

• Abrar Hasan
• Nishat Sadaf Lira