公开(公告)号：US20230342924A1

公开(公告)日：2023-10-26

申请号：US18138688

申请日：2023-04-24

Applicant: 2692873 Ontario Inc.

Inventor： Trevor CHAMPAGNE

IPC: G06T7/00 ,  G06V10/764 ,  G06V10/82 ,  G06T7/155 ,  G06V10/774 ,  G06V20/70

CPC classification number: G06T7/0012 ,  G06V10/764 ,  G06V10/82 ,  G06T7/155 ,  G06V10/774 ,  G06V20/70 ,  G06V2201/03 ,  G06T2207/30088 ,  G06T2207/20021 ,  G06T2207/20036 ,  G06T2207/20084 ,  G06V20/41

Abstract: Systems and methods using machine learning for classifying samples, for example medical images such as dermatological images. The method can use contrapositive logic principals. An example of the method includes: receiving a sample; generating, by a first neural network using the sample: a first classification of a positive label versus a negative label; generating, by a second neural network using the sample: a second classification of the negative label versus not the negative label; and generating, by a category classification module using the first classification and the second classification: a category of the sample.