A method includes receiving image data corresponding to an image and determining object quality values based on a portion of the image data. The portion corresponds to an object represented in the image. The method also includes accessing object category metrics associated with an object category corresponding to the object. The method includes generating a notification indicating that the image data has been altered in response to a result of a comparison of the object quality values to the object category metrics. The result indicates alteration of the portion of the image data.