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公开(公告)号:WO2018222290A1
公开(公告)日:2018-12-06
申请号:PCT/US2018/028416
申请日:2018-04-19
Applicant: APPLE INC.
Inventor: BROWN, Alexander B. , SIRACUSA, Michael R. , KAPOOR, Gaurav , OTTENS, Elizabeth A. , HANSON, Christopher M. , NATION, Zachary A. , MUNDHE, Vrushali H. , SRIDHAR, Srikrishna
Abstract: The subject technology provides for generating machine learning (ML) model code from a ML document file, the ML document file being in a first data format, the ML document file being converted to code in an object oriented programming language different than the first data format. The subject technology further provides for receiving additional code that calls a function provided by the ML model code. The subject technology compiles the ML model code and the additional code, the compiled ML model code including object code corresponding to the compiled ML model code and the compiled additional code including object code corresponding to the additional code. The subject technology generates a package including the compiled ML model code and the compiled additional code. Further, the subject technology sends the package to a runtime environment on a target device for execution.
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公开(公告)号:WO2018222289A1
公开(公告)日:2018-12-06
申请号:PCT/US2018/028414
申请日:2018-04-19
Applicant: APPLE INC.
Inventor: BROWN, Alexander B. , SIRACUSA, Michael R. , KAPOOR, Gaurav , OTTENS, Elizabeth , HANSON, Christopher M. , NATION, Zachary A. , MUNDHE, Vrushali , SRIDHAR, Srikrishna
Abstract: The subject technology provides for determining that a machine learning model in a first format includes sufficient data to conform to a particular model specification in a second format, the second format corresponding to an object oriented programming language. The subject technology transforms the machine learning model into a transformed machine learning model that is compatible with the particular model specification. The subject technology generates a code interface and code for the transformed machine learning model, the code interface including code statements in the object oriented programming language, the code statements corresponding to an object representing the transformed machine learning model. Further, the subject technology provides the generated code interface and the code for display in an integrated development environment (IDE), the IDE enabling modifying of the generated code interface and the code.
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公开(公告)号:WO2020123163A1
公开(公告)日:2020-06-18
申请号:PCT/US2019/063755
申请日:2019-11-27
Applicant: APPLE INC.
Inventor: GUESTRIN, Carlos E. , GATYS, Leon A. , JOSHI, Shreyas V. , LARSSON, Gustav M. , WATSON, Kory R. , SRIDHAR, Srikrishna , VEGA, Karla P. , SCULLY, Shawn R. , GERNOTH, Thorsten , HAMSICI, Onur C.
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.
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公开(公告)号:WO2019216996A1
公开(公告)日:2019-11-14
申请号:PCT/US2019/023337
申请日:2019-03-21
Applicant: APPLE INC.
Inventor: LEMAY, Stephen O. , BASTIAN, Michael R. , HOLENSTEIN, Roman , JEONG, Minwoo , MAALOUF, Charles , NEWENDORP, Brandon J. , NIETO, Heriberto , PAEK, Timothy , PETERSON, Joanna , SCULLY, Shawn , SRIDHAR, Srikrishna , WESTING, Brandt M. , ZHAO, Shiwen
IPC: G06F3/01 , G06F3/16 , G06F1/3234
Abstract: Systems and processes for operating an intelligent automated assistant are provided. An example process includes detecting input representing motion of an electronic device and sampling an audio input with a microphone of the electronic device. The example process further includes determining, based on the audio input and the input representing motion of the electronic device, whether to initiate a virtual assistant session. In accordance with a determination to initiate the virtual assistant session, the example process includes initiating the virtual assistant session. In accordance with a determination not to initiate the virtual assistant session, the example process includes forgoing initiating the virtual assistant session.
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公开(公告)号:EP3567456A1
公开(公告)日:2019-11-13
申请号:EP19171414.6
申请日:2019-04-26
Applicant: Apple Inc.
Inventor: LEMAY, Stephen O. , BASTIAN, Michael R. , HOLENSTEIN, Roman , JEONG, Minwoo , MAALOUF, Charles , NEWENDORP, Brandon J. , NIETO, Heriberto , PAEK, Timothy , PETERSON, Joanna , SCULLY, Shawn , SRIDHAR, Srikrishna , WESTING, Brandt M. , ZHAO, Shiwen
IPC: G06F3/01 , G06F3/16 , G06F1/3234
Abstract: Systems and processes for operating an intelligent automated assistant are provided. An example process includes detecting input representing motion of an electronic device and sampling an audio input with a microphone of the electronic device. The example process further includes determining, based on the audio input and the input representing motion of the electronic device, whether to initiate a virtual assistant session. In accordance with a determination to initiate the virtual assistant session, the example process includes initiating the virtual assistant session. In accordance with a determination not to initiate the virtual assistant session, the example process includes forgoing initiating the virtual assistant session.
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