Model iterative correction method, device and system

An iterative and model technology, which is applied in the field of model iterative correction methods, devices and systems to achieve the effect of improving solution efficiency

Active Publication Date: 2021-05-04
BEIJING KUANGSHI TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] In view of this, the object of the present invention is to provide a model iterative correction method, device and system, which can improve the problem-solving efficiency of the model

Method used

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  • Model iterative correction method, device and system
  • Model iterative correction method, device and system
  • Model iterative correction method, device and system

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Embodiment 1

[0030] First, refer to figure 1 An example electronic device 100 for implementing a model iterative correction method, device and system according to an embodiment of the present invention will be described.

[0031] Such as figure 1 Shown is a schematic structural diagram of an electronic device. The electronic device 100 includes one or more processors 102, one or more storage devices 104, an input device 106, an output device 108, and an image acquisition device 110. These components pass through a bus system 112 and / or other forms of connection mechanisms (not shown). It should be noted that figure 1 The components and structure of the electronic device 100 shown are only exemplary, not limiting, and the electronic device may also have other components and structures as required.

[0032] The processor 102 can be implemented in at least one hardware form of a digital signal processor (DSP), a field programmable gate array (FPGA), and a programmable logic array (PLA), an...

Embodiment 2

[0039] This embodiment provides a method for model iterative correction, which can be executed by a server. During specific implementation, the number of servers can be set by itself. For example, only one main server can be used to implement it. A training platform and a training platform can be deployed on the main server. A variety of basic models that can be provided to users to achieve different functions. The basic model is a model that meets the user's preset requirements (such as product basic requirements); the main server can also store training data for training models, and can also Evaluation data and the like for evaluating the model are stored. Of course, this can also be implemented with two servers, one server (which can be called the main server) is only used to deploy the training platform and the basic model, and the other server (which can be called the storage server) is used to store training data, evaluation data, etc. In a specific application, the stor...

Embodiment 3

[0064] Corresponding to the aforementioned model iterative correction method, this embodiment provides a model iterative correction device, which can be set on the server side, see Figure 4 A structural block diagram of a model iterative correction device shown, the device includes:

[0065] The information receiving module 402 is used to receive the model feedback information uploaded by the client; the model feedback information includes problem type and problem correction data;

[0066] A model search module 404, configured to search for a pre-stored basic model corresponding to the problem type;

[0067] The model iteration module 406 is configured to iteratively train the basic model based on the problem correction data, so as to correct the basic model.

[0068] In the above-mentioned model iterative correction device provided by the embodiment of the present invention, the server can receive the model feedback information (including the problem type and problem correc...

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Abstract

The present invention provides a model iterative correction method, device and system, which relate to the technical field of model correction. The method is executed by a server. The method includes: receiving model feedback information uploaded by a client; the model feedback information includes problem types and problem correction data ; Find a pre-stored basic model corresponding to the problem type; perform iterative training on the basic model based on the problem correction data, so as to correct the basic model. The invention can better improve the problem-solving efficiency of the model.

Description

technical field [0001] The present invention relates to the technical field of model correction, in particular to a model iterative correction method, device and system. Background technique [0002] With the development of science and technology, various neural network models based on deep learning have been widely used in various industries, such as face detection models that can recognize faces, target detection models that can detect different types of targets in images, and that can identify Neural network models with various functions, such as the vehicle re-identification model of the vehicle, have been applied in fields such as security and transportation. [0003] Usually, the model provider (such as a technology company focusing on artificial intelligence technology) provides the basic model to the model demander (such as an individual or company group that needs to use the model function, etc.), if the basic model adopted by the model demander appears For any pro...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F15/00
CPCG06F18/214
Inventor 刘宇
Owner BEIJING KUANGSHI TECH CO LTD
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