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Do you have any of these issues?

Do you have any of these issues?
Are you experiencing any of these issues?

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Shortage of human resources for inspectors

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Deterioration in inspection quality

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Increased inspection frequency
Cost increase

ArayaRust Detection AI Model
Significantly shortens the process of checking inspection images

Arayaof the
Rust Detection AI Model
inspection image confirmation process
Significantly shortened

PERIODIC INSPECTIONS AND MAINTENANCE WORK ARE TIME-CONSUMING AND COSTLY. IN ADDITION, THE QUALITY OF INSPECTIONS VARIES DEPENDING ON THE SKILL LEVEL OF THE PERSON INSPECTING THE CAPTURED IMAGES. ARAYAUSING THE UNIQUE RUST DETECTION AI MODEL PROVIDED BY MHI, THESE COSTS CAN BE SIGNIFICANTLY REDUCED AND THE QUALITY OF INSPECTIONS IMPROVED.

Highly accurate detection capability, approx. 90% (*1 ) accuracy
AI model that can instantly identify rust

Highly accurate detection capability,
Detection with approximately 90%* accuracy
AI model for instant rust identification

Achieves a balance between high levels of accuracy and speed by employing the latest cnn architecture (*3), which offers performance comparable to that of transformer-based (*2 ) architectures. By simply uploading a captured image, the system automatically detects the location of the rust. This automates the process of manually checking each image one by one. We can also provide a solution to determine the degree of deterioration according to your needs.

(*1)Verification results using in-house data
(*2)transformer... An architecture consisting of a mechanism called an attention mechanism. It was mainly adopted for AI models used in the field of natural language processing, but has been actively applied to the image field in recent years.
(*3)cnn... An architecture that has traditionally been employed in AI models in the image field. It is characterized by a stacked structure with layers of processing called convolution.

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Rust detection can be tested using your own images.

Reduces man-hours to about half a day

IN THE PAST, THE PROCESS OF MANUALLY AND VISUALLY CHECKING A VAST NUMBER OF CAPTURED IMAGES ONE BY ONE TOOK SEVERAL DAYS, WITH THE RISK OF INACCURACY DUE TO FATIGUE AND EXPERIENCE. THIS VISUAL INSPECTION CARRIES THE RISK OF INACCURACIES DUE TO FATIGUE AND EXPERIENCE; THE INTRODUCTION OF AI GREATLY STREAMLINES THIS PROCESS, REDUCING THE TIME REQUIRED TO COMPLETE THE TASK TO ABOUT HALF A DAY. SINCE THE HUMAN ROLE IS LIMITED TO AUXILIARY TASKS SUCH AS FINAL CONFIRMATION OF THE AI'S PROCESS, SIGNIFICANT REDUCTIONS IN LABOR COSTS AND TIME ARE REALIZED.

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RUST DETECTION AI MODEL APPLICATION EXAMPLES
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01

AI RUST DETECTION AI MODEL ON POWER TRANSMISSION TOWERS

AI RUST DETECTION AI MODEL ON POWER TRANSMISSION TOWERS

AS PART OF NEDO'S "TECHNOLOGICAL DEVELOPMENT OF AI CHIPS AND NEXT-GENERATION COMPUTING FOR HIGH-EFFICIENCY AND HIGH-SPEED PROCESSING," OUR AI MODEL OF RUST DETECTION WAS USED IN A DEMONSTRATION EXPERIMENT CONDUCTED BY KDDI CORPORATION AND ARAYA. IN PARTICULAR, THERE ARE MANY DEFECTS CAUSED BY RUST IN POWER TRANSMISSION TOWERS, AND UNTIL NOW, INSPECTORS HAD TO VISUALLY CHECK MANY IMAGES. BY USING AI'S IMAGE ANALYSIS TECHNOLOGY TO PERFORM THESE TASKS USING IMAGES TAKEN FROM MULTIPLE ANGLES, EFFICIENT BUSINESS OPERATIONS HAVE BECOME POSSIBLE.

*Image of system configuration taken from a press release with NEDO ( link)

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AI-BASED DIAGNOSIS OF PLANT DETERIORATION DUE TO AGING

AI-BASED DIAGNOSIS OF PLANT DETERIORATION DUE TO AGING

AS PLANTS CONTINUE TO AGE, EXTERNAL INSPECTIONS OF PIPING AND OTHER COMPONENTS ARE BECOMING INCREASINGLY IMPORTANT. HOWEVER, THE AGING OF INSPECTORS IS CREATING A LABOR SHORTAGE, AND THIS IS A MAJOR CHALLENGE THAT NECESSITATES MORE EFFICIENT OPERATIONS. ANOTHER PROBLEM WITH MANUAL INSPECTIONS IS THAT THE QUALITY OF INSPECTIONS VARIES FROM PERSON TO PERSON. UNDER THESE CIRCUMSTANCES, THE INTRODUCTION OF AN AI MODEL FOR RUST DETECTION HAS MADE THE QUALITY OF INSPECTIONS MORE UNIFORM AND IMPROVED THE EFFICIENCY OF THE INSPECTION PROCESS.

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PROVIDES A TOOL TO CHECK THE ACCURACY OF RUST DETECTION AI MODELS

PROVIDES A TOOL TO CHECK THE ACCURACY OF RUST DETECTION AI MODELS

WE NOW OFFER A DETECTION TOOL USING OUR CURRENT RUST DETECTION AI MODEL. SIMPLY UPLOAD YOUR IMAGES TO CHECK THE ACCURACY OF THE DETECTION. THE TOOL IS FREE OF CHARGE, SO PLEASE GIVE IT A TRY.


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FREE TRIAL OF RUST DETECTION AI

RUST DETECTION AI MODEL

Free Trial Application

ARAYATHE PROPRIETARY RUST DETECTION AI MODEL DEVELOPED BY

You can try using your own images.

Arayaindependently developed by

RUST DETECTION AI MODEL.

Using your own images

You can try it out.

  • Up to 5 of your images can be tested
  • Multiple models available to try
  • Report detection results upon completion
  • Please feel free to apply.
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