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Drive'o'Safe

Shriram KV

Shriram KV

Bengaluru, Karnataka

1 1

A Product to track the driver's behavior and to alert in case of deviation. We detect if the driver is using Mobile Phone, Smoking, or Drinking. Immediately Alert is issued! ...learn more

Project status: Published/In Market

oneAPI, Artificial Intelligence

Intel Technologies
oneAPI

Links [3]

Overview / Usage

We have designed a realtime System with Driver Behavior Tracking. In case the driver smokes/drinks or uses a mobile phone, it would immediately be flashed as an alert and could save the passengers and drivers from disasters. The different versions of the product are now built and one could see the demo in the following links:

https://youtu.be/0OM82dYHthI

https://youtu.be/xEugomW7wEk

https://youtu.be/hS7zwj-ks7o

Methodology / Approach

Performs object detection the Objects of Interest - Bottle, Phone or Mobile.

Based on the detection, when the confidence score threshold is crossed, we get an alert flashed.

Technologies Used

OneAPI

OpenVINO

We labeled the Images manually and used TensorFlow Object Detection API for training the Model.

The model: SSD Inception v4

Then we used Intel's OpenVINO Toolkit for optimization and deployment.

Technologies Used

  1. TensorFlow Object Detection API.
  2. Intel's OpenVINO Toolkit for interfacing and optimization.
  3. Intel® one API DevCloud for Training.

Collaborators

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