We already know readers judge books by their covers. If you are still fighting this social truth, then close your eyes, take a deep breath and release your rebellion to the universe. Repeat after me, "Readers judge books by their covers". If the above is true (and it is), can we say books in specific categories or genre s have similar and distinct styles, fonts and images used in book cover design? A quick scan of Goodreads can provide a visual for us to examine, but we could never go through as many books in as short a time, or with as much brain power as a computer could. Brian Kenji Iwana and Seiichi Uchida conducted a study at the Kyushu University in Japan to determine if book genre could be guessed by cover design. What's interesting is they used a "Convolutional Neural Network (CNN) to predict the genre of a book based on the visual clues". In case you care... Convolutional Neural Networks (CNN), in particular, are multilayer n...
... designing, publishing, marketing and other book ventures.