[AI Image Inspection Case] Inspection of the installation of black components on a black curtain
We will conduct an inspection of the black components on the black accordion-style curtain!
It has been said that determining the presence or absence of black components in black workpieces through image inspection is difficult. This time, we conducted an implementation inspection of black accordion-style curtains installed on windows of cars, trucks, and buses. In Hamamatsu City, Shizuoka Prefecture, where our company is located, there are many factories producing automotive parts, and our inspection software is utilized by various automotive parts manufacturers. [Inspection Settings and Results] We conducted the inspection using software that employs AI (Deep Learning). By training the software on the areas we want to detect, it adjusts its own setting parameters and becomes capable of recognition. This inspection software can easily inspect "black defects on black workpieces" and "metal (silver gloss) with metal components or defects (silver gloss)" with simple settings. We encourage you to try it out on our website's "DeepSky Learning Service." We verified it using the black curtains for automobiles that you brought. It was possible to detect the number of installation parts and determine the installation positions of the components. The blue detection frame outside the image indicates a pass for the specified area, while the light green and light blue detection frames inside indicate a pass for the types of components.
basic information
【Software and Equipment Used】 Software Used: DeepSky Field of View: 400 x 300mm Minimum Size of Inspection Target: 10mm Number of Inspection Points: 7 locations (determination of components and areas) Camera Resolution: 1.3 million pixels Lens Focal Length: 6mm Distance Between Lens and Product: 9000mm Lighting: Indoor Fluorescent Light
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Applications/Examples of results
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