Oxford School of Photography

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Tag Archives: MIT

What makes an image popular?

By analyzing millions of images from Flickr, an MIT researcher has discovered some of what makes an image popular

Hundreds of thousands of photographs are uploaded to the internet every minute through various social networking and photo sharing platforms. While some images get millions of views, others are completely ignored. Even from the same users, diff erent photographs receive diff erent number of views. This begs the question: What makes a photograph popular? Can we predict the number of views a photograph will receive even before it is uploaded? These are some of the questions we address in this work. We investigate two key components of an image that predict its popularity, namely the image content and social context. Using a dataset of about 2.3 million images from Flickr, we demonstrate that we can reliably predict the normalized view count of images with a rank correlation of 0.81 using both image content and social cues. In this paper, we show the importance of image cues such as color, gradients, deep learning features and the set of objects present, as well as the importance of various social cues such as number of friends or number of photos uploaded that lead to high or low popularity of images. Find out what your image scores on the popularity score here                                                                                                            

Mine got 3.827 (I don’t know if that is good or bad, check yours against my score)Screen Shot 2014-05-01 at 17.57.08