S&V Measure AI Solution

Doberman Explorer 

Converts a component’s sound measurement data extracted from 

test equipment to images

Doberman Trainer 

Analyzes input image data and builds up the right measurement algorithm 

for a component

Doberman Detective 

Determines whether products are defective or not, using its unique measurement algorithm

Quality inspection of mass-production products
Quality inspection of mass-production products
Precision Special Measuring Device
Precision Special Measuring Device
Telemetry and Surveillance
Telemetry and Surveillance
Quality inspection of noise vibration of products shipped from production line, manufacture/supply of products
Quality inspection of mass-production products
Automation of special noise measurement solutions such as aviation/defense/precision equipment, laboratory Q/A laboratory measurements, etc.
Precision Special Measurement Equipment
NoiseVibration Telemetry and Diagnostics Solutions, Network Data Measurement Solutions
Telemetry and Surveillance

 Doberman®is a sound measurement automation solution based on deep learning, which dramatically decreases human interference and an initial preparation process.According to the unique feature of a component to be measured, three programs are provided to decide whether it is defective or not. 


Doberman®is a sound measurement automation solution based on deep learning, which dramatically decreases human interference and an initial preparation process.
According to the unique feature of a component to be measured, three programs are provided to decide whether it is defective or not.

Doberman® Explorer

Converts a component’s sound measurement data extracted from test equipment to images

Doberman® Explorer


Converts a component’s sound measurement data extracted from test equipment to images


Extracts converting conditions that are proper to the unique trait of a component
Extracts converting conditions that are proper to the unique trait of a component
Converts a large quantity of sound data to images according to conditions
Converts a large quantity of sound data to images according to conditions

Doberman® Trainer


Analyzes input image data and builds up the right measurement algorithm for a component 


Inputs a large quantity of data to the training algorithm
Inputs a large quantity of data to the training algorithm
Calculates the degree of defect with the specialized algorithm
Calculates the degree of defect with the specialized algorithm

Doberman® Detective


Determines whether products are defective

 or not, using its unique measurement algorithm 



Calculates each component’s degree of defect according to the pre-set criteria by the Trainer, and decides whether it is defective 

Doberman® Trainer

Analyzes input image data and builds up the right measurement algorithm for a component 

Doberman® Detective

Determines whether products are defective or not, using its unique measurement algorithm 


Production line check function 

Doberman always provides a certain standard of judgement, so it is easy to identify problems in the production line. 


The most frequent value of an abnormal score deviates from the initial reference line. 

 → Need to review production line issues 


How Doberman®Works

The program learns the criteria by itself

Doberman uses the anomaly detection method based on deep learning to calculate “abnormal points” with a majority of data that have similarity. Every component is assigned with the “abnormal point” to make it easy to determine whether the component is defective or not.

Effects of Doberman®

Credible measurement is available with less time and cost

01 Credibility Enhancement 

  • It is able to detect unknown defects
  • It offers discrimination capacity at a constant level 

02 Cost Reduction 

  • Drastic reduction in personnel expenses and maintenance cost
  • Able to be applied to various models 

03 Time Reduction