Amid the difficulties introduced by the COVID-19 pandemic, the prominence of online education has significantly increased, requiring creative methods to effectively involve students. This initiative aims to meet the demand for interactive and captivating virtual learning platforms through the introduction of an innovative paint application that utilizes Media Pipe and OpenCV technologies. By integrating face detection and object tracking features, the application establishes a clean virtual classroom environment suitable for online instruction. Through the incorporation of facial gestures, users are provided with an instinctive approach to Human-Computer Interaction (HCI), ultimately enhancing the educational experience. The main objective of this endeavor is to enhance human-computer interaction in virtual educational environments, thus promoting more stimulating and interactive online learning opportunities for students.