MACHINE LEARNING-IMPLEMENTED INKJET PROCESSING FOR GENERATION OF THREE-DIMENSIONAL RELIEF ON TILES
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United States of America Patent
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Issued Date -
Nov 16, 2023
app pub date -
Jul 27, 2023
filing date -
Jul 27, 2023
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Abstract
A technique is described for the application of three-dimensional (3D) relief to a substrate such as a ceramic tile using digital inkjet technology. A computer system receives information defining a relief pattern for forming the 3D relief using a digital inkjet printer. From the information, a feature vector is extracted comprising one or more features describing the 3D relief. A machine learning model is used to generate control commands based on the feature vector. The machine learning model is trained to generate the control commands to configure the digital inkjet printer to apply binder ink to a first region of a surface of the substrate. The applied binder ink is configured to form a protective layer over the first region of the surface of the substrate. The digital inkjet printer is configured to apply solvent ink to the surface of the substrate.
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