Service processing method, device and equipment

A business processing and business technology, applied in multi-programming devices, electrical digital data processing, program control design, etc., can solve problems such as lack of reasonable implementation methods, achieve optimal model effect, low technical background requirements, and ensure sufficient resources The effect of using

Pending Publication Date: 2021-03-19
HANGZHOU HIKVISION DIGITAL TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Although machine learning technology has been widely used, there is currently no reasonable way to use machine learning technology to implement various types of business processing, such as face detection, vehicle detection, etc.

Method used

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  • Service processing method, device and equipment
  • Service processing method, device and equipment
  • Service processing method, device and equipment

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Embodiment Construction

[0042] The terms used in the embodiments of the present application are only for the purpose of describing specific embodiments, rather than limiting the present application. As used in this application and the claims, the singular forms "a", "the" and "the" are intended to include the plural forms as well, unless the context clearly dictates otherwise. It should also be understood that the term "and / or" as used herein is meant to include any and all possible combinations of one or more of the associated listed items.

[0043] It should be understood that although the embodiments of the present application may use terms such as first, second, and third to describe various information, such information should not be limited to these terms. These terms are only used to distinguish information of the same type from one another. For example, without departing from the scope of the present application, first information may also be called second information, and similarly, second ...

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PUM

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Abstract

The invention provides a service processing method, apparatus and device. The method comprises the steps of obtaining multiple function types corresponding to a target service; for each function type,determining a target resource value corresponding to the function type, and selecting a target network model from at least one initial network model corresponding to the function type based on the target resource value; generating a model file corresponding to the function type, wherein the model file can comprise the target network model; obtaining a target file corresponding to the target service based on the model files corresponding to the plurality of function types; and sending the target file to an edge device, so that the edge device performs service processing on to-be-processed databased on the target file to obtain a service processing result matched with the target service. By means of the technical scheme, the optimal target network model can be automatically selected according to the available resource condition, and the optimal model effect is achieved while it is guaranteed that resources are fully utilized.

Description

technical field [0001] The present application relates to the field of artificial intelligence, in particular to a business processing method, device and equipment. Background technique [0002] Machine learning is a way to realize artificial intelligence. It is a multi-field interdisciplinary subject, involving probability theory, statistics, approximation theory, convex analysis, algorithm complexity theory and other disciplines. Machine learning is used to study how computers simulate or implement human learning behaviors to acquire new knowledge or skills, and reorganize existing knowledge structures to continuously improve their own performance. Machine learning pays more attention to algorithm design, enabling computers to automatically learn laws from data and use the laws to predict unknown data. [0003] Machine learning has been used in a wide range of applications, such as: data mining, computer vision, natural language processing, biometric recognition, search e...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/00G06F9/50
CPCG06F9/5072G06F9/5027G06F2209/502G06V10/95G06F18/285
Inventor 陈晓
Owner HANGZHOU HIKVISION DIGITAL TECH
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