We introduce a novel dataset consisting of approximately 5,700 video files, specifically designed to enhance the development of real-time traffic accident detection systems in smart city environments. It encompasses a diverse range of traffic scenarios, captured through Traffic/Surveillance Cameras (Trafficam) and Dash Cameras (Dashcam), along with additional external data sources. The dataset is meticulously organized into three segments: Training, Validation, and Testing, with each segment offering a unique blend of traffic and dashcam footage across different scenarios.

DOI Link: 
10.21227/tjtg-nz28
Read more

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.

[1] Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Constantinos Zekios, Ahmed Abdelgawad, Magdy Bayoumi, "Traffic Accident Detection Video Dataset for AI-Driven Computer Vision Systems in Smart City Transportation", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/tjtg-nz28. Accessed: Mar. 24, 2025.
@data{tjtg-nz28-23,
doi = {10.21227/tjtg-nz28},
url = {http://dx.doi.org/10.21227/tjtg-nz28},
author = {Victor Adewopo; Nelly Elsayed; Zag ElSayed; Murat Ozer; Constantinos Zekios; Ahmed Abdelgawad; Magdy Bayoumi },
publisher = {IEEE Dataport},
title = {Traffic Accident Detection Video Dataset for AI-Driven Computer Vision Systems in Smart City Transportation},
year = {2023} }
TY - DATA
T1 - Traffic Accident Detection Video Dataset for AI-Driven Computer Vision Systems in Smart City Transportation
AU - Victor Adewopo; Nelly Elsayed; Zag ElSayed; Murat Ozer; Constantinos Zekios; Ahmed Abdelgawad; Magdy Bayoumi
PY - 2023
PB - IEEE Dataport
UR - 10.21227/tjtg-nz28
ER -
Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Constantinos Zekios, Ahmed Abdelgawad, Magdy Bayoumi. (2023). Traffic Accident Detection Video Dataset for AI-Driven Computer Vision Systems in Smart City Transportation. IEEE Dataport. http://dx.doi.org/10.21227/tjtg-nz28
Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Constantinos Zekios, Ahmed Abdelgawad, Magdy Bayoumi, 2023. Traffic Accident Detection Video Dataset for AI-Driven Computer Vision Systems in Smart City Transportation. Available at: http://dx.doi.org/10.21227/tjtg-nz28.
Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Constantinos Zekios, Ahmed Abdelgawad, Magdy Bayoumi. (2023). "Traffic Accident Detection Video Dataset for AI-Driven Computer Vision Systems in Smart City Transportation." Web.
1. Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Constantinos Zekios, Ahmed Abdelgawad, Magdy Bayoumi. Traffic Accident Detection Video Dataset for AI-Driven Computer Vision Systems in Smart City Transportation [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/tjtg-nz28
Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Constantinos Zekios, Ahmed Abdelgawad, Magdy Bayoumi. "Traffic Accident Detection Video Dataset for AI-Driven Computer Vision Systems in Smart City Transportation." doi: 10.21227/tjtg-nz28