Smart Surveillance System
In these modern technologic times, payload delivery vans do not offer any type of driver monitoring technologies, this result in unauthorized drivers being able to drive the vehicle and even accidents resulting in huge losses both financially and even deaths. We seek to develop Driver Recognitio
2025-06-28 16:35:52 - Adil Khan
Smart Surveillance System
Project Area of Specialization Internet of ThingsProject SummaryIn these modern technologic times, payload delivery vans do not offer any type of driver monitoring technologies, this result in unauthorized drivers being able to drive the vehicle and even accidents resulting in huge losses both financially and even deaths.
We seek to develop Driver Recognition, Identification and Fitness Technology (D.R.I.F.T) via IOT that would enable constant Driver Surveillance, Driver Recognition and Alerts if high fatigue levels are detected.
We seek to develop Driver Recognition, Identification and Fitness Technology (D.R.I.F.T) via IOT that would enable constant Driver Surveillance, Driver Recognition and Alerts if high fatigue levels are detected. A complete AI based Assistant that would also act as a conversational companion for the driver providing a complete solution to the driver and the fleet manager along with a sense of safety and security.
Our project consists of three main use case.
Driver Drowsiness: A coustom made model, to detect the driver drowsiness via the driver's pitch, yaw, roll and the eye aspect ratio of the driver to ensure high accuracy and optimization.
Driver Recognition: To avoid driver spoofing our algorithm via facenet will detect the driver'sidentity tp ensure only the authorized person is behind the wheel.
Live GPS tracking: We will provide live GPS tracking to the fleet manager to ensure all his truck in fleet are where they should be and not ideal or off route.
Benefits of the Project
Every major industry has a product transportation fleet, and every vehicle in that transportation fleet can face the issue of driver spoofing or driver drowsiness. Our solution can solve the problem for millions worldwide.
We seek to develop Driver Recognition, Identification and Fitness Technology (D.R.I.F.T) via IOY that would enable constant Driver Surveillance, Driver Recognition and Alerts if high fatigue levels are detected. A complete AI based Assistant that would also act as a conversational companion for the driver providing a complete solution to the driver and the fleet manage along with a sense of safety and security.
Technical Details of Final DeliverableThe front end will consist of a react website for the fleet management system's admin dashboard.
The backend will consist of python based algorithms.
This will connected though FAST API.
The uses included will be:
Face Detection: The CNN model will detect the driver from the live monitoring through on-board CSI night vision camera.
Face Recognition:
After the model has detected the driver it will fetch the details of the specific driver from the database and check if the drivers are authorized. The system will keep monitoring the driver throughout the ride
Drowsy Detection:
The real time video monitoring will also detect the drowsiness of the driver, if the driver feels drowsy or fell asleep, the system will automatically generate an alarm sound, so the driver regains consciousness.
GPS Tracking:
The live GPS tracking will be done through a GPS bounded on the jetson nano.
Final Deliverable of the Project HW/SW integrated systemCore Industry TransportationOther Industries Security Core Technology Internet of Things (IoT)Other Technologies Artificial Intelligence(AI)Sustainable Development Goals Good Health and Well-Being for PeopleRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 77500 | |||
| Jetson Nano | Equipment | 1 | 25000 | 25000 |
| 4g Modem for Jetson Nano | Equipment | 1 | 15000 | 15000 |
| Night Vision CSI Camera | Equipment | 1 | 7000 | 7000 |
| Wires and connectors for nano | Equipment | 2 | 3000 | 6000 |
| Jetson Nano Casing | Equipment | 1 | 7000 | 7000 |
| Printing for reports | Miscellaneous | 1 | 4500 | 4500 |
| Jetson Nano Screen | Equipment | 1 | 10000 | 10000 |
| Stationery, Files, Covers | Miscellaneous | 1 | 3000 | 3000 |