AI Solutions

Deep Learning Based Inspection Solutions

Mirtec, as one of the first automated optical inspection machine manufacturers to introduce AI into its inspection and
teaching algorithms, offers a differentiated user experience through its long-standing know-how in the field.
Software powered by deep learning provides an easy and comfortable user experience and more accurate and
reliable inspection results, ultimately contributing to increased productivity, cost savings, and process standardization.

01. AI Automated Parts Navigation System

Mirtec's AMT (Auto Matching Tool) is an automated parts matching system using deep learning.
During the model creation process for using the inspection machine, the optimized operating software uses
deep learning to automatically search and match the actual components from a vast library, simply by scanning
the object to be inspected. Users can easily operate the machine with little or no machine proficiency,
and maintain the same inspection quality every time.
Also, because of the nature of deep learning-based software, performance is constantly improving as it learns.

02. Deep learning OCR (Optical Character Recognition) Inspection

Typically, the algorithm that produces the most false calls in automated optical inspection is character recognition.
Mirtec's deep learning OCR system has the industry's highest recognition rate with almost no false calls.
As an independently developed engine, it allows for quick and easy font registration and deep learning training.
Additionally, the teaching process for OCR inspection is also automated through AI, making it easy to use.

03. AI Auto Classification feature

Mirtec's AI Auto Classification is a solution that contributes to quality control by having AI make a secondary
determination of whether a defect identified by the inspection machine is an actual defect or a false call after
the initial inspection of the component.
The continuous feedback-learning loop of the classification results ensures that the accuracy rate is maintained
without user’s intervention. By entrusting the classification function previously performed by assigning
an operator entirely to AI, one process step can be eliminated.

04. AI Training Tool

The AI Training Tool embedded in Mirtec's AOI machine helps users conduct AI training themselves.
When defects such as cracks, misalignment, over-insertion, or reverse-insertion occur, using this data to train
the inspection machine enhances detection accuracy once training is complete.