Machine learning technologies for assessing text legibility in electronic documents

A system for using machine learning to assess text legibility in an electronic document, comprising:

• a memory storing a set of computer-readable instructions and data associated with a machine learning model;
• and
• a processor interfaced with the memory, and configured to execute the set of computer-readable instructions to cause the processor to:
• train a machine learning model using a training set of electronic documents, each of the training set of electronic documents comprising (i) a training set of textual content, (ii) a training set of visual content, and (iii) a training representation of a text legibility level of the training set of textual content,
• store the machine learning model in the memory,
• access input data comprising an electronic document that comprises a set of textual content and a set of visual content,
• analyze, using the machine learning model, the input data, and
• based on the analyzing, output, by the machine learning model, a representation of a text legibility level of the set of textual content of the electronic document.

A non-transitory computer-readable storage medium configured to store instructions executable by a computer processor, the instructions comprising:

• instructions for training a machine learning model using a training set of electronic documents, each of the training set of electronic documents comprising (i) a training set of textual content, (ii) a training set of visual content, and (iii) a training representation of a text legibility level of the training set of textual content;
• instructions for storing the machine learning model in a memory;
• instructions for accessing input data comprising an electronic document that comprises a set of textual content and a set of visual content;
• instructions for analyzing, using the machine learning model, the input data;
• and
• instructions for, based on the analyzing, outputting, by the machine learning model, a representation of a text legibility level of the set of textual content of the electronic document.