Arpit,

Thanks for asking questions. It helps me get a different perspective on the topic that I might not have paid attention to.

If you look at the original cgf file for yolo and yolov2, they are different

dimension for yolo

height=448

width=448

dimension for yolov2 and yolov3

width=608

height=608

Hope this answers your query

Thanks,