Image processing consists of the manipulation of images using digital computers. It is analysis and manipulation of a digitised image, in order to improve its quality or extract features using mathematical operations on picture or video frame. The output of image processing may be either an image or set of characteristics or parameters related to the image. These features are then used for modelling and designing frameworks in Machine Learning for Face Detection and Face Recognition.