![]() This information was then used to generate input for our character classification model.īelow is an example of Vision detecting character bounds inside an image. We used the text detection toolset in this library to find the bounds and position of each character contained within the images being processed. Text DetectionĪpple's general purpose language, Swift, contains a visual analysis library called Vision. The third step is serial number determination - taking the probability distributions and determining what serial number is contained in the image. ![]() This step provides us with probability distributions for each identified character. The second part is character classification of the detected characters. ![]() The first is text detection - by this we mean detecting where characters are inside of an image. There are three main components to this app. This prototype lays the foundation for novel business solutions that could be added to Jamf's product line. The Serial Vision app gives admins the ability to quickly read serial numbers off the backs of devices, which then allows them to query details and manage on the go. It integrates with Jamf Pro so IT administrators can easily manage devices on the go. Serial Vision is a smart app capable of detecting serial numbers on Apple devices using live camera feed.
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