Distracted Driver Dataset
Yehya Abouelnaga 1, *, Hesham M. Eraqi 2, 3, *, Mohamed H. Saad 3, Mohamed N. Moustafa 2
1 Technical University of Munich
2 The American University in Cairo
3 Valeo Egypt
* Both authors equally contributed to this work.

Datasets

Distracted Driver V1 Distracted Driver V2
Key Contributions
  • First publicly available dataset for distracted driving
  • Training and testing datasets are split randomly
  • Collected more data with more drivers
  • More precise labeling and better sampling per class
  • Training and testing datasets are split based on drivers
Dataset Information 31 drivers 44 drivers
License Agreement License Agreement V1 License Agreement V2
Download Link If you agree with terms and conditions, please fill out the license agreement and send it to:
  • Yehya Abouelnaga: yehya.abouelnaga(at)tum(dot)de
  • Hesham Eraqi: heraqi(at)aucegypt(dot)edu
Upon receiving a filled and signed license agreement, we will send you the dataset and our training/testing splits.
Publication
  • Y. Abouelnaga, H. Eraqi, and M. Moustafa. "Real-time Distracted Driver Posture Classification". Neural Information Processing Systems (NIPS 2018), Workshop on Machine Learning for Intelligent Transportation Systems, Dec. 2018.
  • H. Eraqi, Y. Abouelnaga, M. Saad, M. Moustafa, "Driver Distraction Identification with an Ensemble of Convolutional Neural Networks", Journal of Advanced Transportation, Machine Learning in Transportation (MLT) Issue, 2019

Terms & Conditions

Institutions

Our work is being used by researches across academia and research labs:

The American University in Cairo

Egypt

Valeo

Egypt

Ain Shams University

Egypt

Technical University of Munich

Germany

Intel Research

Germany

University of Warwick

United Kingdom

University of Sussex

United Kingdom

University of Nottingham

United Kingdom

University of Washington

United States

University of Illinois Urbana-Champaign

United States

Virginia Polytechnic Institute and State University (Virginia Tech)

United States

Rutgers University

United States

University of Waterloo

Canada

Dublin City University

Ireland

University of Electronic Science and Technology of China

China

University of Science and Technology of China

China

Beijing Institute of Technology

China

Chinese Academy of Sciences

China

Beijing Information Science & Technology University

China

Lanzhou University

China

Sun Yat-sen University

China

Southeast University

China

Sichuan University

China

South China University of Technology

China

Wuhan University

China

Hunan University

China

Xidian University

China

Harbin Institute of Technology

China

Shenzen University

China

Northeastern University

China

Kyungpook National University

South Korea

Kyung Hee University

South Korea

Yonsei University

South Korea

Korea University

South Korea

Alzahra University

Iran

Shiraz University

Iran

National University of Sciences and Technology

Pakistan

National University of Computer and Emerging Sciences

Pakistan

University of Milano-Bicocca

Italy

Raphta

South Africa

Technical University of Cluj-Napoca

Romania

Chalmers University of Technology

Sweden

Nanyang Technological University

Singapore

Shaqra University

Saudi Arabia

King Abdulaziz University

Saudi Arabia

University of Buea

Cameroon