Smart Driver Assistant Computer Vision Project
Updated 2 years ago
Metrics
Here are a few use cases for this project:
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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.
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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.
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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.
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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.
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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.
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Cite This Project
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 2024-11-23 },
}