Patent Document ID: 10043240
Application ID: 15098931
Patent Flag: 1

Claim One:
1. A computerized method for automatically cropping a digital image to improve perceived professionalism of a subject of the image, the method comprising: utilizing a machine learning algorithm to generate a professionalism score for the digital image, wherein the professionalism score indicates a perceived professionalism of a human depicted in the digital image, the utilizing a machine learning algorithm comprising: a training mode where a plurality of sample images with labeled professionalism scores are used to train a classification function in a model that produces as professionalism score as output, an analysis mode where the model is used to generate a professionalism score for the digital image; and using the professionalism score for the digital image as an input to a discrete variable optimization algorithm to determine an optimum cropped version of the digital image from a plurality of possible cropped versions of the digital image using the classification function.