We will evaluate parts such as washers and screws using AI image inspection software!
It seems that there are many washers and similar screws used in various industries, making it often cumbersome to distinguish between them. This time, we received an inquiry about how to differentiate washers and screws. Since this is a common issue, we have also created a video to make it easier to visualize. Please take a look for reference. "Discovering the simultaneous omission of two types of parts and stopping the conveyor" https://skylogiq.co.jp/DIY_HowTo/368 【Inspection Settings and Results】 We enclosed the target areas we wanted to detect with a frame and labeled them by type. In this verification, we focused on six types of parts to examine the feasibility of differentiation. We believe that false detections and non-detections occurred due to insufficient training data for the patterns in which the target objects appeared in the images, and we expect that simply increasing the patterns in the training data will improve detection accuracy. However, we cannot determine the final rate of false detections or non-detections until we actually conduct the training.
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【Software and Equipment Used】 Software Used: DeepSky Field of View: Approximately 41 x 32 mm Minimum Size of Inspection Target: 2 mm Number of Inspection Points: 1 location, distinguishing parts from the entire screen Camera Resolution: 1.3 million pixels Lens Focal Length: 25 mm Distance Between Lens and Product: Approximately 190 mm
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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.