Systems and methods for extracting, digitizing, and using engineering drawing data

An engineering drawing data extraction and management system (DDEMS), comprising:

• a memory storing instructions;
• one or more communication interfaces;
• and
• one or more hardware processors coupled to the memory via the one or more communication interfaces, wherein the one or more hardware processors are configured by the instructions to:
• receive an engineering drawing document and a template information associated with the engineering drawing document from a data creator device associated with a data creator, the engineering drawing document comprising one or more engineering drawing views associated with an engineering drawing image of an object and one or more tables;
• identify table location of a table of the one or more tables in the engineering drawing document based on the template information, the table comprising one or more cells;
• extract text data present in each cell of the one or more cells of the table in the table location as table data using a data extraction algorithm;
• identify one or more isometric views from the one or more engineering drawing views present in the engineering drawing document as one or more primary views using a color masking and an image area property technique;
• identify one or more secondary views from the one or more engineering drawing views using a pretrained machine learning based model;
• extract view labels and view coordinate information from one or more primary views and one or more secondary views using a view label extraction technique;
• and
• display the table data, the one or more primary views, the one or more secondary views, the view labels and the view coordinate information as an engineering drawing data for the engineering drawing document on the data creator device.

One or more non-transitory machine-readable information storage mediums comprising one or more instructions which when executed by one or more hardware processors cause:

• receiving, by an engineering drawing data extraction and management system (DDEMS) an engineering drawing document and a template information associated with the engineering drawing document from a data creator device associated with a data creator, the engineering drawing document comprising one or more engineering drawing views associated with an engineering drawing image of an object and one or more tables;
• identifying, by the DDEMS via the one or more hardware processors, table location of a table of the one or more tables in the engineering drawing document based on the template information, the table comprising one or more cells;
• extracting, by the DDEMS via the one or more hardware processors, text data present in each cell of the one or more cells of the table in the table location as table data using a data extraction algorithm;
• identifying, by the DDEMS via the one or more hardware processors, one or more isometric views from the one or more engineering drawing views present in the engineering drawing document as one or more primary views using a color masking and an image area property technique;
• identifying, by the DDEMS via the one or more hardware processors, one or more secondary views from the one or more engineering drawing views using a pretrained machine learning based model;
• extracting, by the DDEMS via the one or more hardware processors, view labels and view coordinate information from one or more primary views and one or more secondary views using a view label extraction technique;
• and
• displaying, by the DDEMS via the one or more hardware processors, the table data, the one or more primary views, the one or more secondary views, the view labels and the view coordinate information as an engineering drawing data for the engineering drawing document on the data creator device.