公开(公告)号：US20210081295A1

公开(公告)日：2021-03-18

申请号：US16848421

申请日：2020-04-14

Applicant: Apple Inc.

Inventor： Leon A. Gatys ,  Emily Fox ,  Jonas Rauber

IPC: G06F11/34 ,  G06N7/00 ,  G06N3/04

Abstract: Techniques are disclosed for controlling a device's operation based on an inferred state. More specifically, at each of a set of time points, execution of an application at an electronic device is detected. For each detected execution, an application-usage variable is determined. One or more aggregated metrics are generated based on aggregation of at least some of the application-usage variables. Based on the one or more aggregated metrics, a state identifier is identified that corresponds to an inferred state of a user of the electronic device. A device-operation identifier is retrieved that is associated with the state identifier. A device operation is performed associated with the device-operation identifier.

公开(公告)号：US11386355B2

公开(公告)日：2022-07-12

申请号：US16706578

申请日：2019-12-06

Applicant: Apple Inc.

Inventor： Carlos E. Guestrin ,  Leon A. Gatys ,  Shreyas V. Joshi ,  Gustav M. Larsson ,  Kory R. Watson ,  Srikrishna Sridhar ,  Karla P. Vega ,  Shawn R. Scully ,  Thorsten Gernoth ,  Onur C Hamsici

IPC: G06T7/194 ,  G06N20/00 ,  G06T3/40

Abstract: A device implementing a system for providing predicted RGB images includes at least one processor configured to obtain an infrared image of a subject, and to obtain a reference RGB image of the subject. The at least one processor is further configured to provide the infrared image and the reference RGB image to a machine learning model, the machine learning model having been trained to output predicted RGB images of subjects based on infrared images and reference RGB images of the subjects. The at least one processor is further configured to provide a predicted RGB image of the subject based on output by the machine learning model.

公开(公告)号：US12164408B2

公开(公告)日：2024-12-10

申请号：US16848421

申请日：2020-04-14

Applicant: Apple Inc.

Inventor： Leon A. Gatys ,  Emily Fox ,  Jonas Rauber

IPC: G06N7/00 ,  G06F11/34 ,  G06N3/04

Abstract: Techniques are disclosed for controlling a device's operation based on an inferred state. More specifically, at each of a set of time points, execution of an application at an electronic device is detected. For each detected execution, an application-usage variable is determined. One or more aggregated metrics are generated based on aggregation of at least some of the application-usage variables. Based on the one or more aggregated metrics, a state identifier is identified that corresponds to an inferred state of a user of the electronic device. A device-operation identifier is retrieved that is associated with the state identifier. A device operation is performed associated with the device-operation identifier.

公开(公告)号：US11915460B2

公开(公告)日：2024-02-27

申请号：US17860030

申请日：2022-07-07

Applicant: Apple Inc.

Inventor： Carlos E. Guestrin ,  Leon A. Gatys ,  Shreyas V. Joshi ,  Gustav M. Larsson ,  Kory R. Watson ,  Srikrishna Sridhar ,  Karla P. Vega ,  Shawn R. Scully ,  Thorsten Gernoth ,  Onur C Hamsici

IPC: G06T7/194 ,  G06V10/143 ,  G06N20/00 ,  G06T3/40 ,  G06V10/774

CPC classification number: G06V10/143 ,  G06N20/00 ,  G06T3/40 ,  G06T7/194 ,  G06V10/774 ,  G06T2207/10024 ,  G06T2207/10048 ,  G06T2207/20081 ,  G06T2207/20224 ,  G06T2207/30201

Abstract: A device implementing a system for providing predicted RGB images includes at least one processor configured to obtain an infrared image of a subject, and to obtain a reference RGB image of the subject. The at least one processor is further configured to provide the infrared image and the reference RGB image to a machine learning model, the machine learning model having been trained to output predicted RGB images of subjects based on infrared images and reference RGB images of the subjects. The at least one processor is further configured to provide a predicted RGB image of the subject based on output by the machine learning model.