Project_Web/proposal.html at master · cloud17shield/Project_Web · GitHub

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<!DOCTYPE html>
<html lang="en-US">
<head>
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            <h1>Proposal</h1>
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        <div class="line">
            <p class="s-12 m-12 l-8 center">Sharing cars in recent years is very popular. More and more people choose
                shared car or taxi to travel so to secure passengers and drivers' safety is very important. We plan to
                develop a real-time drivers’ behavior anomaly detection application, which can be used to monitor taxi
                or shared car drivers’ violations or other emergencies, such as drunk driving, fatigue driving, or even
                a robbery. The videos are captured by drivers’ mobile phone’s front camera and transferred to the
                processing platform in real time. The processing center will send the recognition result to the app
                immediately.
            </p>
            <h2>reference</h2>
            <p class="s-12 m-12 l-8 center">
                - Drunk driving detection:

                [https://github.com/wuling31715/drunk_detect](https://github.com/wuling31715/drunk_detect);

                [https://arxiv.org/pdf/1805.10030.pdf](https://arxiv.org/pdf/1805.10030.pdf).

                - Fatigue driving detection:

                [https://www.researchgate.net/publication/322592166_Deep_Learning_for_Fatigue_Estimation_on_the_Basis_of_Multimodal_Human-Machine_Interactions](https://www.researchgate.net/publication/322592166_Deep_Learning_for_Fatigue_Estimation_on_the_Basis_of_Multimodal_Human-Machine_Interactions);

                [https://github.com/raja434/driver-fatigue-detection-system](https://github.com/raja434/driver-fatigue-detection-system).

                - Object detection:

                [https://pjreddie.com/darknet/yolo/](https://pjreddie.com/darknet/yolo/).

                - Distracted driver detection:

                [https://github.com/omnigeeker/mlnd_distracted_driver_detection](https://github.com/omnigeeker/mlnd_distracted_driver_detection).

                - Apache Flink:

                [https://flink.apache.org](https://flink.apache.org).
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