Intelligent monitoring method and device, wearable equipment and server
A technology of intelligent monitoring and processor, applied in the field of smart wear
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Embodiment 1
[0051] An embodiment of the present invention provides an intelligent monitoring method. Such as figure 1 Shown is a flow chart of the intelligent monitoring method of the embodiment of the present invention. The intelligent monitoring method of the embodiment of the present invention comprises the following steps:
[0052] S101. Collect status information of infants.
[0053] Wherein, the state information includes crying frequency, crying decibel, ambient sound decibel, body temperature, ambient temperature, pulse and geographic location of the infant.
[0054] When the embodiment of the present invention collects the infant's crying frequency, crying decibels and ambient sound decibels, it can be collected through a sound collection device, such as a sound adapter; For example, a temperature sensor is used to collect; when collecting the pulse of an infant, the pulse rate per unit time of the infant can be collected through a pressure pulse sensor.
[0055] Among them, ...
Embodiment 2
[0063] On the basis of the first embodiment, the embodiment of the present invention provides an intelligent monitoring method. like figure 1 Shown is a flow chart of the intelligent monitoring method of the embodiment of the present invention. The intelligent monitoring method of the embodiment of the present invention comprises the following steps:
[0064] S201. Collect historical state information samples of infants.
[0065] For example, collect 100 crying samples of babies, and classify these crying samples. As shown in Table 1:
[0066] Table 1
[0067]
[0068]
[0069] S202. Construct the analysis model by using a deep neural network algorithm according to the historical state information samples.
[0070] Based on the data samples collected in step S201, the multilayer perceptron (Multilayer Perceptron, MLP) softmax two-layer neural network regression model in the deep neural network algorithm is used to input training data samples (historical state inform...
Embodiment 3
[0099] An embodiment of the present invention provides an intelligent monitoring device. like Figure 4 Shown is a schematic diagram of an intelligent monitoring device according to an embodiment of the present invention. The intelligent monitoring device of the embodiment of the present invention comprises:
[0100] The devices include:
[0101] The first collecting module 41 is configured to collect the status information of infants, and the status information includes crying frequency, crying decibels, ambient sound decibels, body temperature, ambient temperature, pulse and geographic location of infants;
[0102] The analysis module 42 is configured to analyze the collected state information of infants and young children according to the analysis model, and obtain the analysis result of the analysis model;
[0103] The output module 43 is configured to send an alarm message to the caregiver when the analysis result output by the analysis model shows that the state of th...
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