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  6. [AI Image Inspection Case] Detection of Scratches on Screws

[AI Image Inspection Case] Detection of Scratches on Screws

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last updated:Nov 07, 2024

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The AI image inspection software detects scratches on screws!

Even manufacturers who specialize in precision cutting and grinding processes are utilizing our inspection software for high-quality precision machining technology and quality management systems. 【Inspection Settings and Results】 As a result of verification using the samples provided, it was possible to detect scratches on the screws. The inspection was conducted using a software called DeepSky, which employs AI (Deep Learning). By training the software to recognize the desired scratches, it adjusts its own setting parameters to identify them. Five samples were photographed from different angles and the opposite side, resulting in 22 training images, with the left image set as the reference. The right image shows the detection frame. 【Software and Equipment Used】 Software Used: DeepSky Field of View: 30 x 25mm Minimum Size of Inspection Target: 0.2mm Number of Inspection Points: 1 overall Camera Resolution: 1.3 million pixels Lens Focal Length: 35mm + 5mm close-up ring Distance Between Lens and Product: Approximately 160mm Lighting: Indoor fluorescent lights

    Image Processing Software
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[AI Image Inspection Case] Detection of Scratches on Screws

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  • Related Link - https://skylogiq.co.jp/DIY_HowTo/1120
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AI appearance inspection software "DeepSky"

AI appearance inspection software "DeepSky"

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"Achieve significant effects" while "keeping costs down." It requires endless effort despite its simplicity. This is why SkyLogic believes it is valuable to continue pursuing "cost-effectiveness" through means such as technology and services. EasyInspector2/DeepSky: An appearance inspection software with a cumulative installation record of 2,500. Effect: We have developed a high-precision and lightweight AI model. It can connect five cameras simultaneously to one PC. Cost: To reduce the cost of learning setup, it is no-code, and simply deciding the inspection mode determines the necessary processing. Expansion and horizontal deployment are possible at low cost. EasyMonitoring2: A system that accurately reads and records meters through cameras and notifies of abnormalities, eliminating time-consuming and costly patrol monitoring. Effect: Not only meter reading but also the confirmation of processing tanks and oil leaks can be automated using AI. Cost: It can connect to inexpensive cameras, up to 100, with one PC. There are no monthly fees. In addition to these, we offer various products for "cost-effectiveness." Please let us know your company's challenges and themes.

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