Hi I am Afonso, and this is my attempt at the contest.
I trained and used a yolov3 model with only a single class, Car, trained on this video. I then used deepsort to track all the objects and count them. To avoid over detections I only count the cars which pass between the green lines.
I ran it on my cpu and outputted this video.
Thank you very much.