Recently we have ran into many face forgery crimes, faces of innocent people have been forged and misused as deepfakes . As the technology has been increasingly it is difficult to identify whether the image or video is fake or real. So, we came up with a solution of implementing a deep learning model to identify the deepfakes using some high-level models like MesoNet . It analyzes the image by extracting its facial features and then classifies it as fake or real.