-
公开(公告)号：US11636348B1
公开(公告)日：2023-04-25
申请号：US17535472
申请日：2021-11-24
Applicant: Apple Inc.
Inventor： Yichuan Tang , Nitish Srivastava , Ruslan Salakhutdinov
Abstract: At a centralized model trainer, one or more neural network based models are trained using an input data set. At least a first set of parameters of a model is transmitted to a model deployment destination. Using a second input data set, one or more adaptive parameters for the model are determined at the model deployment destination. Using the adaptive parameters, one or more inferences are generated at the model deployment destination.
-
公开(公告)号：US20220343138A1
公开(公告)日：2022-10-27
申请号：US17810329
申请日：2022-06-30
Applicant: Apple Inc.
Inventor： Yichuan Tang , Nitish Srivastava , Ruslan Salakhutdinov
IPC: G06N3/04 , G06T7/20 , G06F16/432 , G01S17/89 , H04N5/14
Abstract: Sensor data captured by one or more sensors may be received at an analysis system. A neural network may be used to detect an object in the sensor data. A plurality of polygons surrounding the object may be generated in one or more subsets of the sensor data. A prediction of a future position of the object may be generated based at least in part on the polygons. One or more commands may be provided to a control system based on the prediction of the future position.
-
公开(公告)号：US11468285B1
公开(公告)日：2022-10-11
申请号：US15606875
申请日：2017-05-26
Applicant: Apple Inc.
Inventor： Yichuan Tang , Nitish Srivastava , Ruslan Salakhutdinov
Abstract: Sensor data captured by one or more sensors may be received at an analysis system. A neural network may be used to detect an object in the sensor data. A plurality of polygons surrounding the object may be generated in one or more subsets of the sensor data. A prediction of a future position of the object may be generated based at least in part on the polygons. One or more commands may be provided to a control system based on the prediction of the future position.
-
-
Search Results
3
records
(took 0.014 seconds)
