Smart Driver Assistant Computer Vision Project

DataSets

Updated a year ago

417

views

12

downloads
Classes (5)
Normal
distraction
drowsiness
mobile
yawing

Metrics

Try This Model
Drop an image or
Description

Here are a few use cases for this project:

  1. Distracted Driver Detection: The Smart Driver Assistant can be used as a standalone software or integrated with vehicle's onboard system to alert when it detects a driver is distracted, by analyzing patterns such as looking at a mobile device.

  2. Fatigue Monitoring in Commercial Transportation: Commercial trucking and logistics companies can use this model to maintain high safety standards by identifying fatigue in their drivers; preventing potential accidents that could cause human and financial loss.

  3. Integrated Driver Support in Autonomous Vehicles: This model can supplement the technology in self-driving cars. When drivers needs to take control of the vehicle, this solution can ensure that the driver is alert and capable of safe driving.

  4. Driver Training and Evaluation: Defensive driving schools or driver's education programs can use the Smart Driver Assistant to provide real-time feedback during training sessions, ensuring learners are fully aware and not distracted while practicing.

  5. Insurance Risk Assessment: Insurance companies can use data from the model to assess driver behavior data during the underwriting process, flagging high-risk behavior such as frequent distraction or signs of drowsiness. This may help create personalized insurance plans based on individual's driving habits.

Use This Trained Model

Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            smart-driver-assistant-7xqd5_dataset,
                            title = { Smart Driver Assistant Dataset },
                            type = { Open Source Dataset },
                            author = { DataSets },
                            howpublished = { \url{ https://universe.roboflow.com/datasets-uqajd/smart-driver-assistant-7xqd5 } },
                            url = { https://universe.roboflow.com/datasets-uqajd/smart-driver-assistant-7xqd5 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-09-22 },
                            }
                        
                    

Similar Projects

See More
5.5k images 4 models