[AI Image Inspection Case] Inspecting holes in a workpiece using underwater bubbles
We will check if there are any holes in the flexible hose!
A manufacturer that handles fittings for metal products and resin products is currently inspecting for holes caused by bubbles underwater. The appearance of bubbles varies in quantity, size, and continuity, and floating debris underwater can resemble bubbles, leading to many misjudgments. This inquiry is regarding a switch from the current image inspection software. We conducted a free evaluation of the four types of images you sent: "large, medium, small, and very small." 【Inspection Settings and Results】 We were able to make good judgments using a method to inspect for the presence of bubbles floating on the water's surface. The left image is an annotated teacher image for training purposes. The right image shows the detection frame display. The rising speed of bubbles underwater is very fast, and with frame-by-frame shooting every 0.3 seconds, there was a risk of missing captures and inspections. DeepSky allows for continuous shooting settings, and inspections without fixed positions during conveyor or work processes are also possible, but depending on the computer's specifications, it typically results in still image frame-by-frame shooting every 0.2 to 0.3 seconds. 【Software Used】 Software Used: DeepSky (Training Version) Number of Inspection Points: One location at the top of the screen (entire water surface)
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