View source for 17936519. AI System and Method for Automatic Analog Gauge Reading simplified abstract (International Business Machines Corporation)

=AI System and Method for Automatic Analog Gauge Reading=


==Organization Name==

[[:Category:International Business Machines Corporation|International Business Machines Corporation]]


[[Category:International Business Machines Corporation]]

==Inventor(s)==

[[:Category:Michele Merler of New York City NY (US)|Michele Merler of New York City NY (US)]][[Category:Michele Merler of New York City NY (US)]]

[[:Category:Dhiraj Joshi of Edison NJ (US)|Dhiraj Joshi of Edison NJ (US)]][[Category:Dhiraj Joshi of Edison NJ (US)]]

[[:Category:Apurv Gupta of Vadodara (IN)|Apurv Gupta of Vadodara (IN)]][[Category:Apurv Gupta of Vadodara (IN)]]

[[:Category:Sebastien Gilbert of Granby (CA)|Sebastien Gilbert of Granby (CA)]][[Category:Sebastien Gilbert of Granby (CA)]]

[[:Category:Shyama Prosad Chowdhury of West Bengal (IN)|Shyama Prosad Chowdhury of West Bengal (IN)]][[Category:Shyama Prosad Chowdhury of West Bengal (IN)]]

[[:Category:Chidansh Amitkumar Bhatt of Hightstown NJ (US)|Chidansh Amitkumar Bhatt of Hightstown NJ (US)]][[Category:Chidansh Amitkumar Bhatt of Hightstown NJ (US)]]

[[:Category:Nirmit V. Desai of Yorktown Heights NY (US)|Nirmit V. Desai of Yorktown Heights NY (US)]][[Category:Nirmit V. Desai of Yorktown Heights NY (US)]]

==AI System and Method for Automatic Analog Gauge Reading - A simplified explanation of the abstract==


This abstract first appeared for US patent application 17936519 titled 'AI System and Method for Automatic Analog Gauge Reading

==Simplified Explanation==

The patent application describes a method for automated analog gauge reading using a computer system. Here are the key points of the innovation:

* Computer system receives input of an image containing at least one analog gauge.
* Corrects the orientation of the analog gauge in the image.
* Detects scene text and tick labels on the analog gauge.
* Determines the position of a pointer on the analog gauge relative to the scene text.
* Outputs a gauge reading value based on an arithmetic progression of tick labels and angle of the pointer with respect to minimum and maximum values on the analog gauge.

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### Potential Applications
* Industrial automation
* Energy management systems
* Automotive diagnostics

### Problems Solved
* Manual reading errors
* Time-consuming gauge reading processes

### Benefits
* Increased accuracy
* Efficiency in data collection
* Reduction in human error

### Potential Commercial Applications
#### Optimizing Analog Gauge Reading for Efficiency and Accuracy

### Possible Prior Art
There are existing systems that use image processing for gauge reading, but the specific method described in this patent application may be novel in its approach.

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### Unanswered Questions

#### How does the system handle variations in gauge design and scale?
The patent application does not provide details on how the system adapts to different types of analog gauges.

#### What is the accuracy rate of the automated gauge reading compared to manual reading?
The application does not mention any specific data on the accuracy rate of the system in comparison to traditional manual reading methods.


==Original Abstract Submitted==

Automated analog gauge reading is provided. The method comprises a computer system receiving input of an image and detecting at least one analog gauge in the image. The computer system corrects the orientation of the analog gauge in the image and detects scene text and tick labels on the analog gauge. The computer system determines a position of a pointer on the analog gauge relative to the scene text and outputs a gauge reading value based on an arithmetic progression of tick labels and angle of the pointer with respect to minimum and maximum values on the analog gauge.



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