Techniques for automated component classification
AssigneeVisualAIM LLC
InventorsBrendan Karl Meutzner, Dayron Cruz Ingo
Life of this patent
Estimating the term…
Abstract
Generating intelligent drawings includes obtaining a current set of design drawings for a physical plant comprising a plurality of components, generating rasterized drawings from the current set of design drawings, and applying an object detection model to the rasterized drawings to extract a set of shapes corresponding to components in the drawings. A trained library is applied to the extracted shapes to obtain a classification of components in the drawings, and the classification is propagated to instances of the components in the current set of drawings.
Claims20
A method for generating intelligent drawings, comprising:
- obtaining a current set of design drawings for a physical plant comprising a plurality of components;
- generating rasterized drawings from the current set of design drawings;
- applying an object detection model to the rasterized drawings to extract a set of shapes corresponding to components in the drawings;
- applying a trained library to the extracted shapes to obtain a classification of components in the drawings;
- and
- propagating the classification to instances of the components in the current set of drawings.
A non-transitory computer readable medium comprising computer readable code for generating intelligent drawings, the computer readable code executable by one or more processors to:
- obtain a set of design drawings for a physical plant comprising a plurality of components;
- obtain rasterized drawings from the set of design drawings;
- apply a trained model to the rasterized drawings, wherein the trained model identifies and classifies components in the drawings based on a component training library;
- update a data structure to include classified components based on the application of the trained model;
- and
- apply the data structure to vector drawings corresponding to the set of design drawings to obtain vector standardized drawings.
A system for generating intelligent drawings, comprising:
- one or more processors;
- and
- one or more computer readable media comprising computer readable code executable by the one or more processors to:
- obtain a set of design drawings for a physical plant comprising a plurality of components;
- obtain rasterized drawings from the set of design drawings;
- apply a trained model to the rasterized drawings, wherein the trained model identifies and classifies components in the drawings based on a component training library;
- update a data structure to include classified components based on the application of the trained model;
- and
- apply the data structure to vector drawings corresponding to the set of design drawings to obtain vector standardized drawings.
Dependencies are inferred from the claim text.