Reducing the Number of Car Accidents in Kosovo Through Machine Learning

This Omdena Local Chapter Challenge runs for 8 weeks and is a unique experience to try and grow your skills in a collaborative and safe environment with a diverse mix of people from all over the world. 

You will work on solving a local problem, initiated by Kosovo Chapter.

The problem

The problem we would like to help solve is the significant number of car accidents caused by high speed in our local community. By utilizing machine learning and deep learning techniques, we aim to develop a solution that can effectively detect license plates and accurately determine the speed of vehicles in real-time. This technology will enable us to identify individuals who exceed the speed limit and take appropriate measures to enforce traffic regulations.

Implementing such a solution will have a profound impact on our local community. Firstly, it will significantly contribute to the reduction of car accidents, preventing injuries and saving lives. By addressing the root cause of high-speed incidents, we can create safer roads and enhance the overall well-being of our residents.

Moreover, this initiative will promote responsible driving behavior and increase awareness about the importance of adhering to speed limits. By holding individuals accountable for their actions, we can cultivate a culture of safe driving practices within our community. This, in turn, will lead to a decrease in the number of accidents, resulting in reduced property damage and financial losses for individuals and the community as a whole.

Overall, the implementation of an AI-powered solution to address the issue of high-speed accidents will bring about tangible and long-lasting benefits for our local community, fostering a safer environment for all residents and contributing to the sustainable growth and development of Kosovo.

The goals

• Help growth and development of Kosovo.
• Refresh and learn many new thing in Leading and AI.

Why join? The uniqueness of Omdena Local Chapter Challenges

Omdena Local Chapter Challenges are not a competition or hackathon but a real-world project that will grow your experience to a new level.

A unique learning experience with the potential to make an impact through the outcome of the project. You will go through an entire data science project lifecycle. This covers problem scoping, data collection, and preparation, as well as modeling for deployment.

And the best part is that you will join the global and collaborative community of Omdena with tons of benefits to accelerate your career.

Read more on how Omdena´s Local Chapters work