This traffic signal recognition system is my university-level innovation project, and I will show some effects below. Since I completed it in my freshman year, this is only a very simple algorithm, and there is a lot of room for optimization.

setp1: RGB2HSV

step2: Brightness Threshold Segmentation

step3: Canny Edge Detection

step4: Find the Light

step5: Recognize the Shape and Color