The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 15, 2026

Filed:

Apr. 19, 2024
Applicant:

Acer Incorporated, New Taipei City, TW;

Inventor:

Chun-Lin Han, New Taipei City, TW;

Assignee:

Acer Incorporated, New Taipei City, TW;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/774 (2022.01); G06V 10/74 (2022.01); G06V 10/764 (2022.01); G06V 10/77 (2022.01); G06V 10/776 (2022.01);
U.S. Cl.
CPC ...
G06V 10/7747 (2022.01); G06V 10/761 (2022.01); G06V 10/765 (2022.01); G06V 10/7715 (2022.01); G06V 10/776 (2022.01);
Abstract

The disclosure provides a training data splitting method and an electronic device. The method includes the following steps. Training data including a plurality of training images is obtained. A plurality of feature vectors of the training images are obtained by using an encoder of a pre-trained model. Feature similarity between any two of the feature vectors is evaluated. A plurality of target training images are selected from the training images based on feature similarities associated with each feature vector. The training data is split into a training set including the target training image and a verification set, wherein the training set and the verification set are utilized to train a machine learning model.


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