A method of evaluating performance of an electronic device that includes a camera is provided. The method includes: setting, by at least one processor, operating conditions of at least one shaker by accessing a database associating a plurality of imaging environments with the operating conditions; acquiring, by the at least one processor, images of a subject from the electronic device, the images being captured while the at least one shaker is operating according to the operating conditions; identifying, by the at least one processor, evaluation scores that correspond to a plurality of characteristics for each of the images; and identifying, by the at least one processor, the performance of the electronic device compensating for the operating conditions of the at least one based on the based on the evaluation scores.