1. A method for annotating and classifying an image based on a user context, said method comprising: determining, by a location data determining unit, a location data of an object captured in an image by a camera enabled device; determining, by a processor, an attribute data of said object based on said image; obtaining sensor data from sensors that are associated with said location data based on said attribute data; determining, by said processor, a recommended user context from a plurality of predefined user contexts based on a comparison of said location data, said attribute data, and said sensor data with location data, attribute data, and sensor data of a plurality of images associated with each of said plurality of predefined user contexts; determining, by said processor, a recommended class of said captured image based on said recommended user context; selecting, by said processor, a plurality of annotation data from said location data of said object, said attribute data of said object, and said sensor data from said sensors based on said recommended class or said recommended user context; and annotating, by said processor, said image with said plurality of annotation data.