ABSTRACT: The human face is a vital piece of a persons body and it particularly assumes a vital job in knowing a persons mind-set. Removing the required contribution from the human face should now be possible straight forwardly utilizing a camera. This info would then be able to be utilized from various perspectives. One of the utilizations of this info can be for separating the data to derive the state of mind of a person. This information would then be able to be utilized to get a rundown of melodies that agree to the “mood” got from the info gave before. This disposes of the tedious and repetitive assignment of physically Segregating or gathering tunes into various records and aides in producing a fitting playlist dependent on a persons enthusiastic highlights. Different calculations have been created and proposed for mechanizing the playlist age process. Outward appearance Based Music Player goes for filtering and translating the information and in like manner making a playlist based the parameters gave. The examining and deciphering incorporates sound component extraction and order to get a rundown of tunes having a place with a comparable kind or to get a rundown of comparative sounding tunes. Human feelings are intended for common understanding and sharing sentiments and aims. The feelings are showed in verbal and outward appearances. One can likewise express his feelings throughcomposed. This paper mostly centers around what are the philosophies accessible for recognizing human feelings for creating feeling based music player, which are the methodologies utilized by accessible music players to identify feelings, which approach our music player pursues to distinguish human feelings and how it is smarter to utilize our framework for feeling recognition. It additionally gives brief thought regarding our frameworks working, playlist age and feeling arrangement. The application is in this manner created so that it can oversee gotten to by client, break down the picture properties and decide the state of mind of the client dependent on mp3 record properties with the goal that they can be included into suitable play records as per the temperament.