公开(公告)号：WO2020247282A1

公开(公告)日：2020-12-10

申请号：PCT/US2020/035444

申请日：2020-05-29

Applicant: APPLE INC.

Inventor： SIRACUSA, Michael R. ,  BROWN, Alexander B. ,  GOSWAMI, Dheeraj ,  WERTMAN, Nathan C. ,  SAWYER, Jacob T. ,  FIRLIK, Donald M.

IPC: G06N20/00 ,  G06F3/0482

Abstract: The present disclosure presents devices, methods, and computer readable medium for user interfaces for creating machine learning models. Application developers can select a machine learning template (304) from a plurality of templates appropriate for the type of data used in their application. Templates can include multiple templates for classification of images, text, sound, motion, and tabular data. A graphical user interface (300) allows for intuitive selection of training data (316), validation data (318), and integration of the trained model (314) into the application. The user interface further display a numerical score for both the training accuracy (508) and validation accuracy (510) using the test data. The application provides a live mode that allows for execution of the machine learning model on a mobile device to allow for testing the model from data from one or more of the sensors (i.e., camera or microphone) on the mobile device.