A method and system for processing security status data based on machine learning
A security state and machine learning technology, applied in the field of data processing, can solve the problem of lack of professional talents for the elderly, the insufficient level of intelligence and scientificity of the elderly care facilities, and the difficulty of standardization and personalization to meet the needs of the elderly, so as to reduce the social burden , high intelligence, and highly targeted effects
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[0065] The embodiment of the present invention discloses a method for processing security status data based on machine learning, such as figure 1 As shown, the method includes:
[0066] S101. Construct a security status database, the security status database including living environment security status data, physiological security status data and basic security status data.
[0067] Specifically, the living environment safety state data, physiological safety state data and basic safety state data can be managed using three sub-databases respectively, and the safety state database is set in the cloud.
[0068] The living safety environment state data is used to comprehensively evaluate the safety state of the user's current living environment for the user. Specifically, it includes feature information of common items in life and a machine model for item identification. The machine model identifies each item in the current environment based on the feature information so as to e...
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[0096] The outline description includes an outer outline description and an inner outline description, and the outer outline description includes outer outline shape description information and the outer outline fitting degree, and the outer contour fitting degree is used to describe the outer contour and the outer contour The fitting degree of the smallest circumscribing rectangle of the outer contour can be characterized by the area ratio or perimeter ratio of the outer contour to the smallest circumscribing rectangle of the outer contour.
[0097] The inner contour description includes a number of inner contours and inner contour description subsets, the number of inner contour description subsets corresponds to the number of inner contours one by one, and one inner contour description subset describes one inner contour. If the number of inner contours is 0 or indeterminate, the number of inner contour description subsets is 0.
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