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Giải thích chi tiết về linh kiện  AI-based defect detection that exceeds the ability of expert inspectors
PDF  54 Pages
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nhà sản xuất  OMRON [Omron Electronics LLC]
Trang chủ  http://www.omron.com/index3.html
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FZ-S2M/SC2M bảng dữ liệu(HTML) 6 Page - Omron Electronics LLC

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AI Scratch Detect Filter
*1
6
AI captures defects with human-like sensitivity
AI reproduces human expertise through learned criteria
Defect detection tasks that rely on human sensibility are a challenge to automate. Fortunately, powerful new AI technology
can match the skills and capabilities of experienced inspectors.
The latest capabilities of the FH Vision System include a new AI-based image filter that reproduces the technique
that skilled inspectors use to identify a defect on any product background. Scratches and blemishes that were
once difficult to capture can now be identified even without the use of samples or adjustment.
Automating human vision-based inspection with the FH Series
Cannot separate a scratch from noise
Previous detection image
Detection image
Can detect a scratch only
Captured image
AI
*1. The FH-UMAI1 Scratch Detect AI Software Installer is required to use AI Scratch Detect Filter.
The AI Scratch Defect Filter learns by means of
images in which human inspectors noticed defects.
Whereas previous inspection methods found the
unexpected size, shape or color of a particular
defect to be a barrier to automation, AI successfully
extracts abnormalities by judging their features
without definition. The learned data facilitates
defect detection on processed surfaces and other
uneven backgrounds that previously posed an
insurmountable challenge.
Extracted scratch
(internal image)
Captured image
AI Scratch Detect Filter



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