Traffic Lights with Tensorflow (2022)

As I have commented in other parts of the blog, autonomous driving is a field that interests me a lot. That is why I decided to do a project on traffic light detection for my final project on computer vision.

In it, several experiments are carried out with different detection techniques generated by me, where the last iteration (and the best), is carried out with Tensorflow and the IncepcionV3 neural network.

All the objectives were achieved and the program is now capable of detecting traffic lights in both images and video and distinguishing between their colors.

All the necessary explanations can be found in the following links:

https://github.com/Ergin336/Traffic-Lights-with-Tensorflow-and-Opencv

Some results (captured from an output video):