Detect differences in a single hole and determine visually similar imitations (different items)!
The manufacturer, who is active mainly in industrial machine blades, seems to be interested in both DeepSky, which uses AI (deep learning), and the conventional rule-based EasyInspector, and has sent us sample products. This report is on the inspection conducted using EasyInspector. 【Inspection Settings and Results】 By using the "Comparison with Master Image" feature of EasyInspector, we were able to detect the difference in one hole and determine visually similar items (different products) in 1.64 seconds. The offset correction frames were placed on the corner part of the workpiece (red frame) and the hole part (light blue frame). In the image on the right, the white color of the pin appears in the shadowed area of the groove, and this part is detected as a difference and marked in red, resulting in a judgment of NG (not good).
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【Software and Equipment Used】 Software Used: EasyInspector710 (formerly EasyInspector) Field of View: Approximately 50 x 40mm Minimum Size of Inspection Target: 3mm Number of Inspection Points: 1 Camera Resolution: 1.3 Megapixels Lens Focal Length: 25mm Distance Between Lens and Product: 210mm Lighting: Indoor Fluorescent Light Current inspection can be performed using the 'EasyInspector2' color package [comparison with master image].
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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.