Railway infrastructure could be the backbone of trusted and effective transportation devices globally. Ensuring the longevity and security of tracks is important not simply for seamless operations but additionally for the security of passengers and cargo. Sophisticated instruments like ballast compaction resources play a pivotal role in maintaining