An artificially-intelligent traffic managent system
This project is my CS Technician degree's final project. The goal of this project was mainly to learn the concept of neural network as an introduction to artificial intelligence, and to learn and to build experience with the C++ language.
This project simulates a network of intersections, and aims to improve the traffic flow by using neural network to manage the traffic lights.
Here a links to some videos:
Explanetaion docs:
- SFML - version 2.5.1
- CMake - version 3.15.1
- Qt - version 5.14.1
List of features ready and TODOs for future development
- Build a new traffic map from scratch
- Set up the traffic behaviour
- Run Simulations and train the neural-network
- Visualise the neural-network's progress with graphs and visual aids
To-do list:
- Add Windows support
Project is: in progress.
TMS was inspired by the big traffic problem that exists in Israel.
Though this project is not aimed towards real life use, it can be seen as a Proof of concept