Detects similar different products that look almost the same as resin molded parts!
Incidents have occurred where similar resin-molded parts, such as automotive components, were shipped as different products due to their almost identical appearance. We conducted defect detection tests for dents and other issues based on inquiries from trading companies. 【Inspection Settings and Results】 Based on the samples we received, we were able to detect dents. The learning process was executed for approximately 2,400 steps, and the graph converged in about 16 minutes. The time may vary depending on the specifications of the PC used. The main specifications of the PC used for verification are: OS: Windows 10 Home 64bit, CPU: Intel(R) Core(TM) i7-9750H, RAM: 16GB, GPU: NVIDIA GeForce GTX1660 Ti. In this case, defects such as dents are labeled as "anomalies." The left image shows the annotation, and the right image shows the detection frame.
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【Software and Equipment Used】 Software Used: DeepSky Learning Edition Field of View: Approximately 80 x 64 mm Minimum Size of Inspection Target: 5 mm Number of Inspection Points: 1 (Finding anomalies from the entire screen) Camera Resolution: 1.3 million pixels Lens Focal Length: 25 mm Distance Between Lens and Product: Approximately 350 mm Lighting: Indoor Fluorescent Light
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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.