Title:
機械学習アルゴリズムを使用したトレーニングデータセットの準備
Document Type and Number:
Japanese Patent JP7378597
Kind Code:
B2
Abstract:
A computer system is configured to receive a dataset of image-derived features for a plurality of images, reduce the dimensionality of this dataset, identify clusters within the dimensionally-reduced dataset, and generate a visual representation of the datapoint of the dimensionally-reduced dataset as icons grouped by cluster. User input is received to apply user classification labels to the images for inclusion in a training dataset. A user interface is useable to present information to the user and receive information from the user to facilitate the application of user classification labels.
Inventors:
Davidson, Brian Richard
Venkatachalam, Vidya
Zayatz, Arteom
Riedel, Michael Cie
Venkatachalam, Vidya
Zayatz, Arteom
Riedel, Michael Cie
Application Number:
JP2022517201A
Publication Date:
November 13, 2023
Filing Date:
September 09, 2020
Export Citation:
Assignee:
Luminex Corporation
International Classes:
G06V10/774; G06F16/55; G06N20/00; G06T7/00
Domestic Patent References:
| JP2018142097A | ||||
| JP2014137284A |
Attorney, Agent or Firm:
Shigeki Yamakawa