Title:
IMAGE IDENTIFYING DEVICE, IMAGE REPRODUCING DEVICE, IMAGE IDENTIFYING METHOD, AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2022/181410
Kind Code:
A1
Abstract:
An image identifying device (100) is provided with an acquiring unit (111) for acquiring image data, an image processing unit (112) for generating inspection image data by performing resizing to scale down the image data to a predetermined aspect ratio distortion, a storage unit (114) for storing a machine learning model used to identify attribute information of the inspection image data, and an identifying unit (115) for identifying the attribute information of the inspection image data using the machine learning model, wherein the machine learning model includes a trained parameter that has been adjusted by machine learning using a training dataset including a plurality of items of second training image data obtained by adding one or more types of aspect ratio distortion, including the predetermined aspect ratio distortion, to each of a plurality of items of first training image data, and a plurality of items of attribute information associated with each of the plurality of items of second training image data.
More Like This:
Inventors:
SUGIMOTO TAKASHI
Application Number:
PCT/JP2022/006122
Publication Date:
September 01, 2022
Filing Date:
February 16, 2022
Export Citation:
Assignee:
PANASONIC IP MAN CO LTD (JP)
International Classes:
G06T7/00; G06N3/08; G06N20/00
Foreign References:
| JP2016143355A | 2016-08-08 | |||
| CN110933490A | 2020-03-27 | |||
| JP2017211939A | 2017-11-30 |
Attorney, Agent or Firm:
NII, Hiromori et al. (JP)
Download PDF: