The brain shapes our emotions or moods and assigns an emotional value from the signals it receives, which are manifested through our faces. When we are happy, angry, sad, and confused, our face exudes these emotions better than our actions. Conversely, music is an effective antidote for our melancholy and a powerful amplifier of feelings. In this study, the user will take a picture of his current mood, and the system will recommend a song to play based on the facial expression it analyzed. Thus, a desktop-based machine learning application. The algorithm used for face detection is the Viola-Jones algorithm, while Local Binary Pattern Algorithms detect emotion based on the picture taken.