Systems and methods for detecting user created circular shaped indications using machine learning models

An enterprise circular detection computing system, comprising:

• one or more processors;
• and
• a non-transitory computer-readable medium having processor-executable instructions stored thereon, wherein the processor-executable instructions, when executed by the one or more processors, facilitate:
• obtaining a plurality of documents, wherein at least one document, of the plurality of documents, comprises one or more circular shaped user indications, wherein each of the one or more circular shaped user indications indicates a user selection of a design or text within the associated circular shaped user indication;
• determining circular shaped identification information for a document, of the plurality of documents based on using a trained machine learning-artificial intelligence (ML-AI) model, wherein the circular shaped identification information indicates the user selection of the design or the text within the associated circular shaped user indication, and wherein determining the circular shaped identification information comprises:
• performing a text recognition algorithm for the document to determine a plurality of extracted text for the document and a plurality of extracted coordinate points associated with the plurality of extracted text;
• processing the document using the trained ML-AI model to determine a plurality of ML-AI coordinate points, wherein each subset of the plurality of ML-AI coordinate points is associated with a circular shaped user indication of the one or more circular shaped user indications within the document;
• and
• determining the circular shaped identification information based on comparing the plurality of ML-AI coordinate points with the plurality of extracted coordinate points;
• and
• performing one or more actions based on the circular shaped identification information.

A non-transitory computer-readable medium having processor-executable instructions stored thereon, wherein the processor-executable instructions, when executed, facilitate:

• obtaining a plurality of documents, wherein at least one document, of the plurality of documents, comprises one or more circular shaped user indications, wherein each of the one or more circular shaped user indications indicates a user selection of a design or text within the associated circular shaped user indication;
• determining circular shaped identification information for a document, of the plurality of documents based on using a trained machine learning-artificial intelligence (ML-AI) model, wherein the circular shaped identification information indicates the user selection of the design or the text within the associated circular shaped user indication, and wherein determining the circular shaped identification information comprises:
• performing a text recognition algorithm for the document to determine a plurality of extracted text for the document and a plurality of extracted coordinate points associated with the plurality of extracted text;
• processing the document using the trained ML-AI model to determine a plurality of ML-AI coordinate points, wherein each subset of the plurality of ML-AI coordinate points is associated with a circular shaped user indication of the one or more circular shaped user indications within the document;
• and
• determining the circular shaped identification information based on comparing the plurality of ML-AI coordinate points with the plurality of extracted coordinate points;
• and
• performing one or more actions based on the circular shaped identification information.