US Patent:
20200393998, Dec 17, 2020
Inventors:
- Osaka, JP
Dongpei Su - Palos Verdes Estates CA, US
International Classification:
G06F 3/12
G06N 3/08
G06T 7/00
Abstract:
Methods and apparatus for utilizing a machine learning system are provided. A printing device can receive images associated with a page printed by a printer engine of the printing device. The printing device can then provide, to a trained machine learning system configured to predict potential defects associated with the printer engine, the images. The printing device can obtain, from the trained machine learning system, outputs indicating at least one potential defect associated with the printer engine. The printing device can determine, using a solutions database, whether one or more solutions to resolve the at least one potential defect are available. After determining that one or more solutions are available, the printing device can provide, by way of a graphical interface, information about the one or more solutions.