Recommending location and content aware filters for digital photographs

A computer program product for recommending camera settings, the computer program product comprising:

• a computer readable storage device storing computer readable program code embodied therewith, the computer readable program code comprising program code executable by a computer to perform a method comprising:
• receiving a plurality of images and metadata associated with each of the plurality of images;
• receiving human interaction scores for each of the plurality of images;
• generating training data by classifying the plurality of images using the associated metadata and human interaction scores;
• using the training data to derive an image classification model for predicting a human interaction score for an image having an unknown human interaction score;
• in response to determining that a user is preparing to capture an image with a device, determining at least one recommended image capture setting using the image classification model;
• and
• displaying the recommended image capture setting on a display of the device.

A computer system for recommending camera settings, the computer system comprising:

• one or more processors, one or more computer-readable memories, one or more computer-readable tangible storage media, and program instructions stored on at least one of the one or more tangible storage media for execution by at least one of the one or more processors via at least one of the one or more memories, wherein the computer system is capable of performing a method comprising:
• receiving a plurality of images and metadata associated with each of the plurality of images;
• receiving human interaction scores for each of the plurality of images;
• generating training data by classifying the plurality of images using the associated metadata and human interaction scores;
• using the training data to derive an image classification model for predicting a human interaction score for an image having an unknown human interaction score;
• in response to determining that a user is preparing to capture an image with a device, determining at least one recommended image capture setting using the image classification model;
• and
• displaying the recommended image capture setting on a display of the device.