A Deep Learning Approach to Traffic Lights: Detection, Tracking, and Classification

July 2019

tl;dr: Traffic light dataset with still images as training and video as tracking. No traffic light association is annotated.

Overall impression

Train with still images, and test is on video with tracking.

This is quite different with turn signal light detection.

Key ideas

Technical details