Intelligent household appliance, a control method and device thereof and a storage medium

Abstract

The invention discloses an intelligent household appliance, a control method and device thereof and a storage medium. The method comprises the steps as follows: point cloud data in a target space range is collected through a millimeter wave radar sensor which is installed on an intelligent household appliance; the point cloud data and the collection time of the point cloud data are converted intoto-be-processed data, and the to-be-processed data is encoded in a target encoding format; and the intelligent household appliance is controlled according to an identification result of the to-be-processed data by a first neural network model, wherein the first neural network model is obtained after training by adopting training data, the training data with mark information is encoded in the target encoding format, the mark information is used for marking whether a target object exists in the training data or not, and the identification result is used for indicating whether the target object exists in the to-be-processed data or not. According to the invention, the technical problem of low safety of the intelligent household appliance in the prior art is solved.

Description

technical field [0001] The present application relates to the field of smart home appliances, in particular, to a smart home appliance, a control method and device thereof, and a storage medium. Background technique [0002] Smart home appliances are home appliance products formed by introducing microprocessor, sensor technology, and network communication technology into home appliances. At the same time, as a component of smart home, smart home appliances can be connected with other home appliances, homes and facilities in the house to form a system to realize smart home functions. [0003] With the rapid development of artificial intelligence technology, more and more smart home appliances have the function of recognizing objects. However, it also brings the risk of privacy leakage. At present, most consumer products on the market use cameras, infrared rays, etc. Detection, for example, home appliances use cameras to collect pictures, and use the collected pictures for re...

AI Technical Summary

Problems solved by technology

However, the pictures inside the family room collected by the camera equipment are likely to be stolen by network hackers and leaked on the Internet, etc., there is a major privacy leakage problem, especially when there are many users of the product, the problem will be more serious

[0004] For the above problems, no effective solution has been proposed

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