公开(公告)号：US20240071059A1

公开(公告)日：2024-02-29

申请号：US18269657

申请日：2021-12-23

Applicant: 3M INNOVATIVE PROPERTIES COMPANY

Inventor： Samuel S. Schreiner ,  Steven P. Floeder ,  Jeffrey P. Adolf ,  Carl J. Skeps ,  Shane T. Van Kampen

IPC: G06V10/778 ,  G06V10/77

CPC classification number: G06V10/778 ,  G06V10/7715

Abstract: An example method for selecting product images for training a machine-learning model includes obtaining product images to include in an image population; receiving an indication of an image selection strategy for determining if a product image is to be included in a set of images of interest; determining image transforms based on configuration data for the indicated image selection strategy, wherein the image transforms perform image manipulation operations to obtain transformed image data for each of the product images in the image population; selecting a subset of images from the image population for inclusion in the set of images of interest based on the indicated image selection strategy and the transformed image data; determining one or more descriptive labels and applying the one or more descriptive labels to the respective sets of images; and training an inspection model for a product inspection system based on the labeled images.