Title:
ARTIFICIAL INTELLIGENCE APPARATUS USING A PLURALITY OF OUTPUT LAYERS AND METHOD FOR SAME
Document Type and Number:
WIPO Patent Application WO/2021/206221
Kind Code:
A1
Abstract:
The present disclosure discloses an artificial intelligence apparatus including an input interface configured to obtain input data, a sensing interface configured to obtain environment information, and one or more processors configured to classify an object by inputting the input data obtained from the input interface to an artificial intelligence model, in which the artificial intelligence model uses a first learning model and a second learning model which is connected with the first learning model and includes a plurality of output layers to respectively assign weights to the respective result values output by the plurality of output layers and combine the respective result values to which the weights are assigned to derive the final result.
Inventors:
SHIN DONGYEON (KR)
PARK SUNGMIN (KR)
WOO JEMIN (KR)
LEE KIYOUNG (KR)
PARK SUNGMIN (KR)
WOO JEMIN (KR)
LEE KIYOUNG (KR)
Application Number:
PCT/KR2020/008179
Publication Date:
October 14, 2021
Filing Date:
June 23, 2020
Export Citation:
Assignee:
LG ELECTRONICS INC (KR)
International Classes:
G06N3/04; G06N3/08
Foreign References:
| JP2018031812A | 2018-03-01 | |||
| US10438264B1 | 2019-10-08 | |||
| KR20190094317A | 2019-08-13 |
Other References:
BUN THEANG ONG, KOMEI SUGIURA, KOJI ZETTSU: "Dynamically pre-trained deep recurrent neural networks using environmental monitoring data for predicting PM2.5", NEURAL COMPUTING AND APPLICATIONS, SPRINGER LONDON, LONDON, London, XP055263029, ISSN: 0941-0643, DOI: 10.1007/s00521-015-1955-3
YAKOUBI MOHAMED AMINE, LASKRI MOHAMED TAYEB: "The path planning of cleaner robot for coverage region using Genetic Algorithms", JOURNAL OF INNOVATION IN DIGITAL ECOSYSTEMS, vol. 3, no. 1, 1 June 2016 (2016-06-01), pages 37 - 43, XP055856698, ISSN: 2352-6645, DOI: 10.1016/j.jides.2016.05.004
YAKOUBI MOHAMED AMINE, LASKRI MOHAMED TAYEB: "The path planning of cleaner robot for coverage region using Genetic Algorithms", JOURNAL OF INNOVATION IN DIGITAL ECOSYSTEMS, vol. 3, no. 1, 1 June 2016 (2016-06-01), pages 37 - 43, XP055856698, ISSN: 2352-6645, DOI: 10.1016/j.jides.2016.05.004
Attorney, Agent or Firm:
HAW, Yong Noke (KR)
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