Detects and determines foreign objects such as bird droppings and paper in the crate, as well as deformities!
In food manufacturing, crates may be used during delivery. When collecting crates, they may be left in open warehouses or outdoors, which can lead to contamination from bird droppings, paper, and other foreign materials, as well as deformation. This time, we received a request from a customer to ensure that products are received in clean crates, so we examined the dirt and foreign materials attached to the containers. 【Inspection Settings and Results】 For bird droppings, we conducted tests using white, black, and brown paint as shown in the image on the right. After annotating the detection area (the process of enclosing the detection area in a frame) as shown in the left image, we proceeded with "training." We annotated 10 images for each NG variety. The "number of recognition points (standard value)" was set to "10" (the default is "60"), and detection was successful. 【Software and Equipment Used】 Software Used: DeepSky Learning Version Field of View: 400 x 300mm Minimum Size of Inspection Target: 10mm Number of Inspection Points: 1 location to find NG from the entire screen Camera Resolution: 1.3 million pixels Lens Focal Length: 6mm Distance Between Lens and Product: 580mm Lighting: If the brightness varies in the morning and evening near windows, it is recommended to install lighting.
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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.