Traffic lights optimization for city of Trnava
Note
This project is currently a proof of concept made during the Hacknime.to competition that happend during 4.12 - 6.12.2024 and won the 2. place
This project will likely stay in this form for the foreseeable future, as it was made for the competition only.
| Before | After |
|---|---|
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We use uxsim package to simulate the traffic based upon data parsed from API response snapshot from Invipo Cloud Solution
- 🚗 Waze Integration of incident avoidance
- 🚦 Real-Time model for adjusting the traffic light plans
- And more...
Note
This project uses uv as the python venv and package manager
To install the virtual enviroment with all of the packages needed, run:
uv install
Important
We recommend to use Visual Studio Code with the Jupyter Notebooks extension
When using VSCode open the simulation.ipynb file and press run all to get the results.
There is also an option to run the jupyter notebook in the browser with this command:
uv run --with jupyter jupyter lab