4Distracted Driver Detection Using Image Segmentation and Transfer Learning

Sanjit Kumar Dash*, Aditya Prasad Tripathy, Sidhartha Bibekananda Dash, Debabrata Tripathy and Soumyajit Bal

Odisha University of Technology & Research, Bhubaneswar, India

*Corresponding Author: sanjitkumar303@gmail.com

DOI: 10.1201/9781003253051-6

Contents

  1. 4.1Introduction
  2. 4.2Related Works
  3. 4.3System Model
    1. 4.3.1Image Preprocessing
    2. 4.3.2Classification Function
    3. 4.3.3Training Algorithm
  4. 4.4Dataset and Exploratory Analysis
  5. 4.5Result and Discussion
  6. 4.6Conclusion
  7. References

4.1 Introduction

Research done by the World Health Organization (WHO) in 2020 suggests that around 1.35 million humans die from tragic traffic accidents worldwide every year [1]. Road accidents contribute ...

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