I recently came across a paper on Deep Ranking. I was wondering whether this could be used to classify book covers as book titles. (For example, if I had a picture for the cover of the second HP book, the classifier would return Harry Potter and the Chamber of Secrets.)
For example, say I have a dataset of book covers along with the book titles in text. Could that data set be used for this deep ranking algorithm, or is there a much better way to approach my problem? I'm quite new to this whole thing, and this one of my first projects in this field.
What I'm trying to create is a mobile app where people can take a picture of a book cover, have an algorithm/neural net classify the title of the book, and then have some other algorithm connect that to the book's Goodreads page.
Thanks for the help!