Title:
LABEL DETECTION SYSTEM AND METHOD THEREFOR
Document Type and Number:
WIPO Patent Application WO/2024/080802
Kind Code:
A1
Abstract:
The present invention relates to a label detection system and a method therefor. The label detection system of the present invention comprises: a detection server for generating, from image data, first labeling data through a first recognition model, the first labeling data including label classification class IDs for each of a plurality of labels included in the image data and label location information in the image data; a data storage device for storing the plurality of pieces of image data and the plurality of pieces of first labeling data received from the detection server, and transmitting an updated first recognition model to the detection server; and a training server which uses the plurality of pieces of image data and the plurality of pieces of first labeling data received from the data storage device, so as to train a recognition model, and which transmits the trained recognition model, as the updated first recognition model, to the data storage device, wherein the training server includes: a first training unit, which uses a first portion of the plurality of pieces of image data and a first portion of the plurality of pieces of first labeling data so as to train a second recognition model; a second training unit, which uses a first portion of the plurality of pieces of image data and a first portion of a plurality of pieces of second labeling data that differ from the plurality of pieces of first labeling data, so as to train a third recognition model; and a model updating unit, which compares a first training result value from the second recognition model with a second training result value from the third recognition model, so as to determine that either the second recognition model or the third recognition model is the updated first recognition model, wherein the second training unit includes a labeling server, which generates the plurality of pieces of second labeling data from the plurality of pieces of image data and differs from the detection server.
Inventors:
YEH SANG WOOK (KR)
PARK JUHONG (KR)
PARK JUHONG (KR)
Application Number:
PCT/KR2023/015772
Publication Date:
April 18, 2024
Filing Date:
October 12, 2023
Export Citation:
Assignee:
WASHSWAT INC (KR)
RENDEZVUE INC (KR)
RENDEZVUE INC (KR)
International Classes:
G06V30/148; G06T7/70; G06V30/164; G06V30/19; G09F3/02
Foreign References:
| KR20190028235A | 2019-03-18 | |||
| KR20220063501A | 2022-05-17 | |||
| KR20220075964A | 2022-06-08 | |||
| KR102422962B1 | 2022-07-20 | |||
| KR102387886B1 | 2022-04-18 |
Attorney, Agent or Firm:
LEE, Hong Sup (KR)
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