Utilizing deep learning and natural language processing to convert a technical architecture diagram into an interactive technical architecture diagram

A device, comprising:

• one or more memories;
• and
• one or more processors, communicatively coupled to the one or more memories, configured to:
• train a deep learning model with:
• historical icon data identifying icons in historical technical architecture diagrams,
• historical interconnection data identifying interconnections in the historical technical architecture diagrams, and
• historical legend data identifying legends in the historical technical architecture diagrams;
• receive input data identifying:
• a technical architecture diagram,
• a design document associated with the technical architecture diagram,
• an interface specification document associated with the technical architecture diagram, and
• technical architecture icons associated with the technical architecture diagram;
• process the input data identifying the technical architecture diagram, with the deep learning model, to determine hierarchical objects from the technical architecture diagram;
• perform optical character recognition and natural language processing of the hierarchical objects to determine, from the hierarchical objects, blocks of data identifying a technical architecture of the technical architecture diagram;
• compare the blocks of data and the input data identifying the design document to identify functionalities of applications associated with the technical architecture diagram;
• compare the blocks of data and the input data identifying the interface specification document to identify attributes associated with the technical architecture diagram;
• compare the blocks of data and the input data identifying the technical architecture icons to identify icons associated with the technical architecture diagram;
• consolidate the blocks of data, the identified functionalities, the identified attributes, and the identified icons into a final document;
• generate an interactive technical architecture diagram based on the final document;
• and
• provide the interactive technical architecture diagram to a client device.

A non-transitory computer-readable medium storing instructions, the instructions comprising:

• one or more instructions that, when executed by one or more processors, cause the one or more processors to:
• train a deep learning model with:
• historical icon data identifying icons in historical technical architecture diagrams,
• historical interconnection data identifying interconnections in the historical technical architecture diagrams, and
• historical legend data identifying legends in the historical technical architecture diagrams;
• receive input data identifying:
• a technical architecture diagram,
• a design document associated with the technical architecture diagram,
• an interface specification document associated with the technical architecture diagram, and
• technical architecture icons associated with the technical architecture diagram;
• process the input data identifying the technical architecture diagram, with the deep learning model, to determine hierarchical objects from the technical architecture diagram;
• perform optical character recognition and natural language processing of the hierarchical objects to determine, from the hierarchical objects, blocks of data identifying a technical architecture of the technical architecture diagram;
• compare the blocks of data and the input data identifying the design document to identify functionalities of applications associated with the technical architecture diagram;
• compare the blocks of data and the input data identifying the interface specification document to identify attributes associated with the technical architecture diagram;
• compare the blocks of data and the input data identifying the technical architecture icons to identify icons associated with the technical architecture diagram;
• consolidate the blocks of data, the identified functionalities, the identified attributes, and the identified icons into a final document;
• generate an interactive technical architecture diagram and a technical architecture summary document based on the final document;
• and
• provide the interactive technical architecture diagram and the technical architecture summary document to a client device.