Pose Estimation Single-player Squash Game

The Project

My project uses pose estimation to monitor and identify the motions executed by the players. It is a single-player squash game which players will be completing with a smart bot. It is designed to encourage individuals to exercise more regularly and educate people about squash. Moreover, this application has the potential to introduce individuals who have yet to have the opportunity to engage with the sport. This can be especially captivating for younger individuals who are habituated to engaging in video games. In light of the pandemic, engaging in pose estimation games at home is a novel and pragmatic approach to sustaining and enhancing both physical and mental wellness.

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Team Comments

With the closure of public sports facilities and restrictions on group sports and activities, people have needed more options for engaging in physical activity. My project is an effective solution to the reduction in sports education and physical activity during the COVID-19 pandemic.

One challenge I faced was the level of difficulty of the game. It must not hinder its playability. Consequently, the I incorporated a smart bot as an opponent for the player, which would consistently exhibit excellent precision in achieving points. Instead, the game will move the player to the ball.

My project can be improved by adding a difficulty level to the bot. Regardless, the application can be made customizable. For example, players can choose easy ,medium or hard depending on their fitness level, objectives, and preferences, which helps to customize the game.