SmartAi

A smart camera surveillance that can detect accident on roads(mainly on highways) where truck or large vehicle accident happens and automate the ambulance process.

Problem statement

The problem smartAi solves is now a days we have seen that in many road accident people died because of late ambulance services.So we proposed our idea to automate this process of ambulance getting on that location.

Our solution

1. It can help to save people life from road Accident.
2. If any accident occur it will automatically detect the accident and it will send google map Location to nearby hospital.
3. Hospital will accept the request and send the Ambulance to that Location.
4. The Ambulance driver can open the google map link recieved in email ann reach to the location.

Technology - used

• Backend:

  • Python
  • Django

• Frontend:

  • HTML/CSS/JS
  • Bootstrap
  • Pytorch

• Database:

  • Sqlite

• Server:

  • localhost

• Algorithm:

  • ML Algorithm(YOLO Algithm)

References: -For Accident Recognition we used YOLO https://arxiv.org/abs/2108.11539

Dataset

• We created our own dataset from Scratch Link- https://drive.google.com/drive/folders/1pbRUBAZAbD86eLc90Mc6dBFfro1QYaWt

Images

Hospital will register

Accident Occur

Accident Detected

Request sent to Hospital

Request Accepted By Hospital

Location sent on Email

Location Where Accident happen

Request Accepted