Here is the code repository and the dataset referred in the article Deep Learning for Traffic Counting.

• The sample dataset is from AI Hub 30743.
• models/yolov5s_highway.pt is the custom trained model with the sample dataset after 400 hundred epochs.
• The annotation xml file had to be converted to YOLO V5 format. The code can be found in the Colab notebook.