1. A method for digitizing a document, the method comprising: determining, by one or more processors, one or more portions comprising at least a handwritten text, from an electronic document, wherein the electronic document is generated by scanning the document; comparing, by the one or more processors, each portion of the one or more portions with remaining portions of the one or more portions to identify similar portions, and/or dissimilar portions, wherein the similar portions include at least the same handwritten text; categorizing, by the one or more processors, the one or more portions in a set of first categories and a second category, wherein each category in the set of first categories includes the similar portions, and wherein the second category includes the dissimilar portions; and combining, by the one or more processors, a representative portion from at least one category from the set of first categories, and at least one portion from the second category to create a task, wherein the task is crowdsourced to one or more crowdworkers for identification of the handwritten text in the electronic document.