Accident-detection-system

About the Project

This Repository contains the Video-based Accident Detection System built in Python.

Contributors

Yukta Gopalani

Snehal Suryavanshi

Alka Trivedi

Sampada Kathar

Asha Jyothi Donga

Taniya Adil

Packages Requirements

Instruction to Run the Project

1. Clone the repository into your system using the command "git clone https://github.com/snehal2841/Accident-detection-system.git "
2. Install all the packages mentioned above.
3. Navigate to the directory.
4. python download.py
5. By running above command, it will create an accdet.rar file, which you have to unzip in the same folder and copy its content to the path of main folder.
6. python Object_detection_video.py

Dataset Used

For training we have used following standard dataset.

1. Oxford Drive Datasets
2. ACD3( Accident Detection dataset, Unsupervised Traffic Accident Detection in First-Person Videos)
3. CADP (Unsupervised Traffic Accident Detection in First-Person Videos)

The dataset for this project is a video. That is present in the repository as "testvideo.mp4".