Schematic Recognition and Annotation for Actionable Construction Outputs
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Solution Overview
Problem
The process of annotating construction schematics is time-consuming and prone to errors due to the need for manual calculations and checks, which can take hours or days to complete.
Innovation Solution
A software program that transforms schematics into annotated schematics, relational databases, and 3D models, utilizing circuitry to filter, scale, recognize objects, perform geometric and statistical analyses, and generate actionable outputs to aid construction specialists.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If manual annotation of construction schematics is performed, then detailed annotations can be added, but the process is time-consuming and error-prone
Solution Approach 1:
The patent replaces the manual mechanical annotation process with an automated computer-based system that uses image processing and pattern recognition algorithms to extract and annotate construction schematic elements, eliminating manual drawing and calculation while maintaining accuracy
Solution Approach 2:
The system enables self-service by allowing the construction schematic to annotate itself through automated recognition of structural elements, dimensions, and specifications, without requiring human annotators to manually identify and label each component
2Reliability
If manual calculations and checks are performed for schematic annotations, then accuracy can be ensured, but the process takes hours or days to complete
Solution Approach 1:
The patent replaces manual calculation and verification processes with automated computational algorithms that perform dimensional analysis, structural validation, and specification checking, achieving both high reliability and rapid processing
Solution Approach 2:
The system implements automated feedback loops where the computer-based analysis validates extracted information against construction standards and specifications, automatically correcting errors and flagging inconsistencies without requiring manual review cycles
3Productivity
If automated transformation of schematics is implemented, then time and errors are reduced, but device complexity increases
Solution Approach 1:
The patent implements a universal computer-based platform that performs multiple functions including image processing, pattern recognition, data extraction, validation, and output generation, consolidating what would otherwise require multiple separate tools into a single integrated system
Solution Approach 2:
The system uses an intermediary database layer that stores extracted schematic information in a standardized format, mediating between the image processing front-end and the various output formats, which simplifies the overall system architecture and makes the complexity manageable
Data Source
AI summary
Systems, apparatus, articles of manufacture, and methods are disclosed to estimate and annotate schematics. As described herein, an apparatus including machine-readable instructions to identify a component of a schematic, wherein the identification of the component of the schematic is based on an analysis of the selected features of the schematic; generate a database including the identified component of the schematic; and generate an actionable output based on the identified component of the database, the actionable output including at least one of annotations to the schematic, a relational database, or a three-dimensional model.