Video Solution: https://youtu.be/lce61ArmA6M
Below figure summarizes my approach. This approach is a bit similar to some of the previously shared approaches. The unique thing about my approach is the analysis I did( Please refer to the "general approach" section of the video, timestamps are in the description). I was a beginner in object detection and got a decent rank because of the analysis.