-
公开(公告)号:US20210324561A1
公开(公告)日:2021-10-21
申请号:US16497778
申请日:2019-04-16
Applicant: LG ELECTRONICS INC.
Inventor: Jaehong KIM , Heeyeon CHOI
Abstract: Disclosed is an artificial intelligence (AI)-based laundry treatment apparatus comprising: a washing module; a camera to acquire an image of laundry; a memory for storing therein a laundry recognition model, wherein the model is trained using a machine learning or deep learning algorithm, wherein the model is configured to recognize laundry information about the laundry; and a processor configured to apply image data from the acquired image to the laundry recognition model to acquire the laundry information.
-
公开(公告)号:US20240212075A1
公开(公告)日:2024-06-27
申请号:US18533647
申请日:2023-12-08
Applicant: LG ELECTRONICS INC.
Inventor: Kamin LEE , Seungjae MIN , Heeyeon CHOI , Hongkyu KIM , Jihack LEE , Hyejeong JEON
Abstract: The present disclosure relates to an energy management apparatus and an energy management method. An energy management apparatus according to one embodiment includes an energy generation prediction unit having an energy generation prediction model, an energy consumption prediction unit having an energy consumption prediction model, and a control module to adjust a power purchase time point and a quantity of power to be purchased for each time zone based on the predicted energy generation output from the energy generation prediction model and the predicted energy consumption output from the energy consumption prediction model.
-
3.
公开(公告)号:US20210407503A1
公开(公告)日:2021-12-30
申请号:US16490020
申请日:2019-05-16
Applicant: LG ELECTRONICS INC.
Inventor: Jaehong KIM , Hyoeun KIM , Hangil JEONG , Heeyeon CHOI
Abstract: An embodiment of the present invention provides an artificial intelligence (AI) apparatus for recognizing a speech of a user, the artificial intelligence apparatus includes a memory to store a speech recognition model and a processor to obtain a speech signal for a user speech, to convert the speech signal into a text using the speech recognition model, to measure a confidence level for the conversion, to perform a control operation corresponding to the converted text if the measured confidence level is greater than or equal to a reference value, and to provide feedback for the conversion if the measured confidence level is less than the reference value.
-
公开(公告)号:US20210366506A1
公开(公告)日:2021-11-25
申请号:US16498334
申请日:2019-06-04
Applicant: LG ELECTRONICS INC.
Inventor: Jongwoo HAN , Hangil JEONG , Heeyeon CHOI
Abstract: An artificial intelligence device includes a microphone configured to receive a command uttered by a user, a wireless communication unit configured to perform communication with an external artificial intelligence device, and a processor configured to receive a first operation command through the microphone, acquire a first speech quality level and a first intention of the received first operation command, determine a first external artificial intelligence device to perform the acquired first intention, transmit a first control command corresponding to the first intention to the determined first external artificial intelligence device, receive a second operation command through the microphone, acquire a second speech quality level and a second intention of the received second operation command, and determine that a device to be controlled is changed when a difference between the first speech quality level and the second speech quality level is equal to or greater than a predetermined level range.
-
公开(公告)号:US20210174187A1
公开(公告)日:2021-06-10
申请号:US16488501
申请日:2019-06-07
Applicant: LG ELECTRONICS INC.
Inventor: Jongwoo HAN , Heeyeon CHOI
Abstract: Provided is an artificial intelligence (AI) apparatus for managing an operation of an artificial intelligence (AI) system. The AI apparatus includes: a communication unit that receives state information from at least one member AI apparatus included in the AI system, respectively; a memory that stores apparatus information on the at least one member AI apparatus, respectively; and a processor that: upon acquiring a control command of a user, determines a target member AI apparatus to perform the control command; determines whether the target member AI apparatus is capable of performing the control command or not; transmits the control command to the target member AI apparatus if the target member AI apparatus is capable of performing the control command, and outputs a response indicating that the target member AI apparatus is not capable of performing the control command if the target member AI apparatus is not capable of performing the control command.
-
公开(公告)号:US20200042796A1
公开(公告)日:2020-02-06
申请号:US16493700
申请日:2019-04-16
Applicant: LG ELECTRONICS INC.
Inventor: Jaehong KIM , Heeyeon CHOI
Abstract: Disclosed herein is an artificial intelligence apparatus for recognizing at least one object, comprising: a memory configured to store a plurality of recognition models for generating identification information corresponding to the object from image data; and a processor configured to: obtain image data for the object, generate first identification information corresponding to the object from the image data using a default recognition model composed of at least one or more of the plurality of recognition models, measure a confidence level for the first identification information, obtain the first identification information as a recognition result of the object if the confidence level is equal to or greater than a first reference value, and obtain second identification information corresponding to the object from the image data as a recognition result of the object using a compound recognition model composed of at least one or more of the plurality of recognition models if the measured confidence level is less than the first reference value, wherein the default recognition model is a model defined by first weights for the plurality of recognition models, and wherein the compound recognition model is a model defined by second weights for the plurality of recognition models.
-
7.
公开(公告)号:US20200012289A1
公开(公告)日:2020-01-09
申请号:US16575628
申请日:2019-09-19
Applicant: LG ELECTRONICS INC.
Inventor: Jaehong KIM , Hyoeun KIM , Heeyeon CHOI
Abstract: A robot cleaner for performing cleaning using artificial intelligence includes a suction unit configured to suction dust, a driving unit to drive the robot cleaner, a memory configured to store a compensation model for inferring optimal suction output and driving output for cleaning environment information for learning, and a processor configured to acquire cleaning environment information, determine a suction output value and a driving speed of the robot cleaner from the acquired cleaning environment information using the compensation model, control the suction unit to suction the dust with the determined suction output value, and control the driving unit to drive the robot cleaner at the determined driving speed.
-
公开(公告)号:US20240328709A1
公开(公告)日:2024-10-03
申请号:US18578046
申请日:2021-07-27
Applicant: LG ELECTRONICS INC.
Inventor: Jaehong KIM , Kamin LEE , Hangil JEONG , Hyoeun KIM , Heeyeon CHOI , Hyejeong JEON
IPC: F25D29/00 , G06Q10/0875
CPC classification number: F25D29/00 , G06Q10/0875 , F25D2500/06 , F25D2700/06
Abstract: Discussed herein is a method of managing product reception/release data of a refrigerator including obtaining internal image data of the refrigerator using a camera provided in the refrigerator, extracting high-reliability data from the internal image data of the refrigerator, updating product reception/release data based on the high-reliability data, and creating a user database based on the updated product reception/release data.
-
公开(公告)号:US20230140893A1
公开(公告)日:2023-05-11
申请号:US18045448
申请日:2022-10-10
Applicant: LG ELECTRONICS INC.
Inventor: Hyoeun KIM , Kamin LEE , Seungah CHAE , Heeyeon CHOI , Yeonjee JUNG , Hyejeong JEON
IPC: G06V10/764 , G06T3/40 , G06T9/00
CPC classification number: G06V10/764 , G06T3/40 , G06T9/00
Abstract: The present disclosure relates to an artificial intelligence apparatus capable of classifying and detecting an item of an unseen class having high visual similarity to an item of a seen class that has been learned and known in advance, and a method for detecting an unseen class items thereof, and when the item image is input, generate encoded data by encoding the item image, generate decoded data by decoding the encoded data using a codebook of a plurality of codebooks in which encoded data for each item class is stored, corresponding to a pre-learned item class, and detect the unknown item by classifying the class of the item image based on the generated decoded data.
-
公开(公告)号:US20220325945A1
公开(公告)日:2022-10-13
申请号:US17352124
申请日:2021-06-18
Applicant: LG ELECTRONICS INC.
Inventor: Jaehong KIM , Heeyeon CHOI , Hyunseok SHIN , Yongsuk LEE , Soungmin IM , Kamin LEE , Hangil JEONG , Hyoeun KIM , Hyejeong JEON
Abstract: According to an embodiment of the present disclosure, a refrigerator may include a storage compartment, a door, one or more cameras provided in the door, a global DB configured to store a plurality of default food identification items and a plurality of default product names respectively corresponding to the plurality of default food identification items, and a local DB configured to store edited product names and a food identification item corresponding to the edited product names, and a processor configured to photograph an internal image of the storage compartment, obtain one or more food identification items from the photographed internal image, and if the obtained one or more food identification items are stored in the local DB, recognize one or more product names of the obtained one or more food identification items as product names of the food identification items stored in the local DB.
-
-
-
-
-
-
-
-
-