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  6. [AI Image Inspection Case] Presence or Absence Inspection of Parts

[AI Image Inspection Case] Presence or Absence Inspection of Parts

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last updated:Nov 12, 2024

スカイロジック
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We will determine the presence or absence of plastic parts balls!

We have received many inquiries from industrial equipment manufacturers regarding various case studies. This time, we attempted to set up a test to determine the presence or absence of plastic parts (balls). The cases introduced on this site are for simple verification. We prepare lighting, cameras, lenses, etc., to test whether we can detect the defects we want to see. Typically, we request about two types of samples and detection targets. Since simple verification is a task to confirm the feasibility of detection, quantitative evaluations such as detection accuracy using a large number of samples and the correlation between image resolution and detection accuracy are generally not included. [Inspection Setup and Results] We conducted an inspection of the presence or absence of parts (balls) using the samples you provided. By using ring lighting to make the balls appear black, we were able to determine the presence or absence of the five parts in 0.14 seconds using EasyInspector's "specified color presence check" function.

    Image Processing Software
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[AI Image Inspection Case] Presence or Absence Inspection of Parts

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image-60 (1).png
  • Related Link - https://skylogiq.co.jp/DIY_HowTo/1723
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【Software and Equipment Used】 Software Used: EasyInspector710 Field of View: Approximately 42 x 33mm Minimum Size of Inspection Target: 5mm Number of Inspection Points: 5 Camera Resolution: 1.3 Megapixels Lens Focal Length: 25mm Distance Between Lens and Product: Approximately 180mm Lighting: Ring Lighting Distance Between Lighting and Inspection Item: Approximately 180mm

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AI General-Purpose Appearance Inspection Software 'EasyInspector2'

AI General-Purpose Appearance Inspection Software 'EasyInspector2'

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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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