Cricket is becoming more popular day after day. The sport has a global following of over 2.5 billion people, and it is particularly popular in India, Pakistan, Bangladesh, Australia, England, and the West Indies. Most of the Teams often have an advantage when playing at home but go through some pressure of playing abroad. If we look at the context of the Bangladesh cricket team, it can be seen that the Bangladesh cricket team performs very well in its field, while their performance in the field of foreign countries is not good enough. The reason behind this can be anything but the pitch conditions pose a significant challenge to their performance. their limited experience in playing on different types of pitches, struggle to adapt their game to unfamiliar conditions, leading to challenges in both batting and bowling. Pitch behavior detection can be used to develop new technologies for preparing and maintaining cricket pitches.