Image is a matrix of numbers, let’s convert the knowledge into features.
One of the hottest fields in data science is image classification, in this article I want to share some techniques for transforming image to a vector of features that can be used in every classification model after then.
As a data scientist in VATbox I usually work with texts or images, in this article I’ll combine them both and we will try to solve text problem using only image.
VATbox, as the name suggests, deals with VAT problems (and a lot more) one of the problems in the invoices world is that I would want to know how many invoices are in one image? To simplify the question, we will ask a binary question, do we have one invoice in the image or multiple invoices in the same image? …