Autonomous-Vehicle-Collision-Analysis-System

A project for autonomous vehicle (AV) collision analysis, including analyzing the AV collision documents providing by California DMV and analyzing the videos captured by Tesla dashcam.

The purpose of the system is to extract objects and conditions involved in the collision with AV involved, so we can extract the info to re-construct the scenario for AV testing.

Demo_70M.mp4

Technology Stack

Languages:

• Python
• SQL

Web Development:

• Streamlit
• Git

Project Management:

• Lucid Chart
• ClickUp
• Notion

Presentation:

• Google Slides

Data Source

The datasets are provided by @Californa DMV and YouTube channel @Wham Baam Teslacam

CA DMV: https://www.dmv.ca.gov/portal/vehicle-industry-services/autonomous-vehicles/autonomous-vehicle-collision-reports/

Teslacam Video: https://www.youtube.com/@WhamBaamTeslacam/videos

Methodology

Portal Architecture

Contact

Manyu Zhang (zhangmanyuzmy@gmail.com)

Zhu Lin

Johnny Qiu

Yuan Pan