Ipylot project

Distracted Driving

Object Detection

1

Distracted Driving Computer Vision Project

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Explore Dataset

Here are a few use cases for this project:

  1. Road Safety Monitoring: The "Distracted Driving" model could be integrated into vehicles or road surveillance systems to monitor the behavior of drivers in real-time. Actions like drinking, texting, talking on the phone, or nodding off could trigger alerts to the driver and interventions to prevent potential accidents.

  2. Driver Assistance Systems Development: Technology companies involved in the production of advanced driver assistance systems (ADAS) can use this model to enhance their products’ ability to understand and react to the driver’s behavior and actions.

  3. Automotive Insurance: Insurance companies might utilize this computer vision model to assess the risk levels of potential clients by evaluating their driving habits. This could then directly influence the pricing of their car insurance policy.

  4. Research on Distracted Driving: Academics and researchers can use this model to study the prevalence and consequences of different types of distractions while driving, enabling the development of stronger road safety policies and measures at a policy-making level.

  5. Driver Education: The "Distracted Driving" model could be used in driving schools to train and make beginner drivers aware of the implications of various actions that can lead to distracted driving, hence promoting safer driving habits.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            distracted-driving-v2wk5_dataset,
                            title = { Distracted Driving Dataset },
                            type = { Open Source Dataset },
                            author = { Ipylot project },
                            howpublished = { \url{ https://universe.roboflow.com/ipylot-project/distracted-driving-v2wk5 } },
                            url = { https://universe.roboflow.com/ipylot-project/distracted-driving-v2wk5 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-02-27 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Distracted Driving project in your project.

Last Updated

2 years ago

Project Type

Object Detection

Subject

action

Classes

0 1 10 2 3 4 5 6 7 8 9 Provides c0 - Safe Driving c1 - Texting c2 - Talking on the phone c3 - Operating the Radio c4 - Drinking c5 - Reaching Behind c6 - Hair and Makeup c7 - Talking to Passenger d0 - Eyes Closed d1 - Yawning d2 - Nodding Off d3 - Eyes Open

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License

CC BY 4.0