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Model deployment method and device, electronic equipment and storage medium

A model and equipment technology, applied in the computer field, can solve the problems of long overall process, low efficiency and high labor cost, and achieve the effect of rapid deployment and iteration, reducing labor cost and saving labor cost.

Pending Publication Date: 2022-06-07
SHENZHEN SENSETIME TECH CO LTD
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] With the development of the field of artificial intelligence, artificial intelligence models are applied to various scenarios. In the actual application process of artificial intelligence models, the overall process from model training to deployment to corresponding electronic devices is too long. Not only the efficiency Low and high labor costs

Method used

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  • Model deployment method and device, electronic equipment and storage medium
  • Model deployment method and device, electronic equipment and storage medium
  • Model deployment method and device, electronic equipment and storage medium

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Embodiment Construction

[0023] Various exemplary embodiments, features and aspects of the present disclosure will be described in detail below with reference to the accompanying drawings. The same reference numbers in the figures denote elements that have the same or similar functions. While various aspects of the embodiments are shown in the drawings, the drawings are not necessarily drawn to scale unless otherwise indicated.

[0024] The word "exemplary" is used exclusively herein to mean "serving as an example, embodiment, or illustration." Any embodiment described herein as "exemplary" is not necessarily to be construed as preferred or advantageous over other embodiments.

[0025] The term "and / or" in this article is only an association relationship to describe the associated objects, indicating that there can be three kinds of relationships, for example, A and / or B, it can mean that A exists alone, A and B exist at the same time, and A and B exist independently B these three cases. In additio...

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Abstract

The invention relates to a model deployment method and apparatus, an electronic device and a storage medium. The deployment method comprises the steps of receiving service test data sent by a test device; according to an instruction sequence corresponding to a preset processing function, calling at least one target model to process the service test data, and generating first service precision corresponding to the service test data; wherein the target model is obtained by training an initial model based on to-be-trained data under the condition that the to-be-trained data meets a preset training condition; the preset training condition comprises at least one of an existing category training condition and a newly added category training condition, and determining whether to generate a deployment suggestion according to the first service precision; and in response to a confirmation instruction for the generated deployment suggestion, deploying the at least one target model to a to-be-deployed device. According to the embodiment of the invention, continuous iteration of the artificial intelligence model can be realized, the service quality of complete business can be improved, and the labor cost is reduced.

Description

technical field [0001] The present disclosure relates to the field of computer technologies, to the field of computer technologies, and in particular, to a model deployment method, apparatus, electronic device, and storage medium. Background technique [0002] With the development of artificial intelligence, artificial intelligence models have been applied to various scenarios. In the actual application process of artificial intelligence models, from model training to deployment to corresponding electronic devices, the overall process is too long, not only efficient low and labor costs are high. SUMMARY OF THE INVENTION [0003] The present disclosure proposes a technical solution for model deployment. [0004] According to an aspect of the present disclosure, a method for deploying a model is provided, including: receiving service test data sent by a test device; and calling at least one target model to perform the service test data on the service test data according to ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F8/60
CPCG06F8/60
Inventor 王泽楷杨欣罗洪运朱制
Owner SHENZHEN SENSETIME TECH CO LTD
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