Part replacement predictions using convolutional neural networks
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United States of America Patent
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Dec 6, 2022
Grant Date -
Nov 25, 2021
app pub date -
Sep 21, 2018
filing date -
Sep 21, 2018
priority date (Note) -
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status (Latency Note)
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Abstract
An example of an apparatus including a communication interface to receive an image file is provided. The image file represents a scanned image of a output generated by a printing device. The apparatus further includes an identification engine to process the image file with a convolutional neural network model to identify a feature. The feature may be indicative of a potential failure. The apparatus also includes an image analysis engine to indicate a life expectancy of a part associated with the potential failure based on the feature. The image analysis engine uses the convolutional neural network model to determine life expectancy.
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