Autonomous intelligent decision support system and server
AssigneeAveva Software, LLC
InventorsTim Sowell, Colm McCarthy
Life of this patent
Estimating the term…
Abstract
A system that includes artificial intelligence (AI) configured to identify text and images within an industrial reference. Example industrial references include electrical drawings and P&IDs. The system includes a method for training artificial intelligence model to recognize text characters and strings in addition to industrial images using a limited sample set. The use of a limited sample set improves computer performance by relying on a smaller dataset to train the model.
Claims18
An industrial image recognition system comprising:
- one or more computers comprising one or more processors and one or more non-transitory computer readable media, the one or more non-transitory computer readable media comprising instructions stored thereon that when executed cause the one or more computers to:
- by the one or more processors, import one or more industrial references,
- by the one or more processors, identify one or more industrial images associated with the one or more industrial references,
- by the one or more processors, identify one or more industrial characters associated with the one or more industrial references,
- by the one or more processors, return an image location of each of the one or more industrial images, and
- by the one or more processors, return a character location of each of the one or more characters.
A system for training artificial intelligence to recognize industrial images and/or industrial text characters comprising:
- one or more computers comprising one or more processors and one or more non-transitory computer readable media, the one or more non-transitory computer readable media comprising instructions stored thereon that when executed cause the one or more computers to:
- by the one or more processors, import an industrial image,
- by the one or more processors, identify one or more characters in an industrial reference,
- by the one or more processors, return a location of the one or more characters,
- by the one or more processors, store the location of the one or more characters in a database,
- by the one or more processors, remove the one or more characters in the industrial reference,
- by the one or more processors, return the industrial reference with the one or more characters removed as a modified industrial reference.
A method for training artificial intelligence to recognize industrial images and/or industrial text characters,
- the method comprising the steps of:
- providing one or more computers comprising one or more processors and one or more non-transitory computer readable media, the one or more non-transitory computer readable media comprising instructions stored thereon that when executed cause the one or more computers to:
- providing an industrial reference;
- by the one or more processors, implement an artificial intelligence;
- creating one or more clipped industrial images from the industrial reference;
- by the one or more processors, sending the one or more clipped industrial images to the artificial intelligence as a training set.
Dependencies are inferred from the claim text.