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Smart home control method and device

A smart home control, smart home technology, applied in program control, computer control, comprehensive factory control, etc., can solve the problems of poor smart home control effect and low recognition ability, and achieve poor control effect, improve recognition accuracy, accurate control effect

Inactive Publication Date: 2020-03-31
GREE ELECTRIC APPLIANCES INC
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  • Summary
  • Abstract
  • Description
  • Claims
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Problems solved by technology

[0004] The embodiment of the present invention provides a smart home control method and device to at least solve the technical problem of poor smart home control effect caused by low recognition ability in the prior art

Method used

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Embodiment Construction

[0019] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0020] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate ...

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Abstract

The invention discloses a smart home control method and device. The method comprises the following steps: acquiring target information in a smart home working environment; inputting the target information into an identification model; outputting a target identification result by the identification model; wherein the identification model uses a plurality of groups of forward training data and a plurality of groups of reverse training data; wherein the multiple sets of forward training data are obtained through machine learning training, each set of data in the multiple sets of forward trainingdata comprises a forward training sample and a recognition result corresponding to the forward training sample, and each set of data in the multiple sets of reverse training data comprises a reverse training sample and a recognition result of the reverse training sample; and controlling the smart home according to the identification result. According to the invention, the technical problem of poorsmart home control effect caused by low recognition capability in the prior art is solved.

Description

technical field [0001] The present invention relates to the field of smart home control, in particular to a smart home control method and device. Background technique [0002] With the rapid development of artificial intelligence technology, the impact of smart home on users' lives is also increasing, and the convenience of application is gradually upgraded, while the applicability of some service details needs to be further improved. For example, when smart home is performing intelligent recognition, only normal samples used to train the recognition model are used. The trained recognition model of normal samples has a high recognition error rate for adversarial samples, and the recognition ability for adversarial samples is very low. Seriously, affect the accuracy of recognition. [0003] For the above problems, no effective solution has been proposed yet. Contents of the invention [0004] Embodiments of the present invention provide a smart home control method and dev...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G05B15/02G05B19/418
CPCG05B15/02G05B19/41845G05B2219/2642Y02P90/02
Inventor 张龙连园园秦萍冯德兵王沅召
Owner GREE ELECTRIC APPLIANCES INC
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