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Defect Inspection

Since smart manufacturing has arrived in the Industry 4.0 era, automated optical inspection technology is helping to advance the productivity and accuracy in manufacturing. In the semiconductor industry, machine vision technology can be implemented accordingly both in front-end and back-end procedures. In front-end procedures, machine vision is used for wafer load and unload, guidance, high accuracy inspection and gauging. In back-end procedures, the application focus is on assisting processes like wire bonding, die bonding, final defect inspection, wafer dicing, and IC packaging.

To fulfill efficiency requests of mass production in the semiconductor industry, it’s extremely important to deploy high-accuracy inspection processes in production lines. Advantech offers a series of highly-integrated machine vision solutions from diverse hardware to multi-tasking application software, which makes deployment and development easier. The solution not only reduces labor costs and maintenance efforts, but also boosts productivity!

Wafer Optical Inspection Solution

In semiconductor front-end manufacturing, the CMP (Chemical Mechanical Planarization) process of smoothing surfaces—with the combination of chemical and mechanical forces—can sometimes cause surface damage. This can result in cracks and scratch defects and require non-destructive, non-contact, and wave-length sensitive vision inspection to achieve surface purity and planarity. Advantech offers a total machine vision solution including an industrial-grade image sensor, high computing multiple core processor, and application software, VisionNavi. VisionNavi is a user-friendly, flowchart-based user interface that can simplify development and deployment, has branch and loop functions for advanced vision applications, and supports multiple tasks and cameras with global shutter to fulfill high precision while maintaining high productivity.


Programmable Machine Vision Software


Compact Industrial Computer System with 6th/7th Gen Intel® Core™ i CPU Socket


4-Port PCI Express GigE Vision Frame Grabber


32-ch TTL and 32-ch Isolated Digital I/O PCI Express Card


0.3-15.0 Mega Pixel PoE Industrial Camera

Chip Probing AI Defect Inspection Solution

Chip probing process includes high voltage tests and defect inspection on chip surface. Chip surface defect are various, it can't be detected from rule-based machine vision identification. Now surface defect inspection are mainly performed by human eyes through microscope, which could cause high inspection missing rate and lead to short life cycle for electronic products. Also, human inspection for large amount of chips is time-comsuming. With AI inspection, it is possible to to increase effeciency and accuracy in chip probing process.

Advantech offers AI inspection total solution that includes AINavi, training server and high-performace inference edge system.AINavi is deep-learning-based image analysis software includes AI defect inspection tools and independent AI training software. With simple user interface, AINavi lowers the threshold difficulty of applying AI algorithms in automation production lines. It is embedded with different training model, users can deploy with their own pictures and support cloud computing and able to scale with hardware systems. Additionally, AINavi inspection solution adopts distributed architecture configuration, allowing one IPC to cooperate with multiple MIC-730AI in conducting AI inference in multi-product lines and multi-defect applications.


Deep-learning-based image analysis software including AI defect inspection tools and independent AI training software


4U 4-GPU Rackmount Intel® Xeon® Scalable Series GPU server

Data Set Model

Compact Fanless System with 8th Gen Intel® Core™ i CPU Socket


AI Inference System based on NVIDIA Jetson® Xavier


0.3-15.0 Mega Pixel PoE Industrial Camera

Other Product Offerings

Industrial Computer Chassis

Rackmount IPC chassis and IPC enclosure series offers wide range of rackmount chassis from 1U to 6U. The rackmount server case is built for slot-hungry applications and for supporting rackmount computer system.



SKY Series Industrial Server Solutions


Industrial AI IoT Solution


Ultra Compact IPC


Fanless Edge IPC