Model processing method and device, storage medium and computer equipment

A model processing and model technology, applied in the computer field, can solve the problems of low efficiency and achieve the effect of efficient optimization

Pending Publication Date: 2022-05-17
ALIBABA GRP HLDG LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide a model processing method, device, storage medium, and computer equipment to at least solve the technical problem of low efficiency when improving the performance of image processing models in related technologies

Method used

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  • Model processing method and device, storage medium and computer equipment
  • Model processing method and device, storage medium and computer equipment
  • Model processing method and device, storage medium and computer equipment

Examples

Experimental program
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Embodiment 1

[0041] According to an embodiment of the present invention, a method embodiment of a model processing method is also provided. It should be noted that the steps shown in the flowcharts of the accompanying drawings can be executed in a computer system such as a set of computer-executable instructions, and , although a logical order is shown in the flowcharts, in some cases the steps shown or described may be performed in an order different from that shown or described herein.

[0042] The method embodiment provided in Embodiment 1 of the present application may be executed in a mobile terminal, a computer terminal, or a similar computing device. figure 1 A hardware structural block diagram of a computer terminal (or mobile device) for implementing the model processing method is shown. like figure 1 As shown, the computer terminal 10 (or mobile device) may include one or more (shown by 102a, 102b, ..., 102n in the figure) processor 102 (the processor 102 may include but not lim...

Embodiment 2

[0083] According to an embodiment of the present invention, a device for implementing the first model processing method above is also provided, Figure 7 is a structural block diagram of model processing device 1 according to Embodiment 2 of the present invention, as Figure 7 As shown, the device includes: a first processing module 72, a second processing module 74 and an optimization module 76, and the device will be described below.

[0084] The first processing module 72 is used to process the first image using an image processing model to obtain a second image corresponding to the first image; the second processing module 74 is connected to the above-mentioned first processing module 72 and is used to process the first image using an image processing model The second image is to obtain a third image corresponding to the second image; the optimization module 76 is connected to the above-mentioned second processing module 74, and is used to optimize the image processing mod...

Embodiment 3

[0093] Embodiments of the present invention may provide a computer terminal, and the computer terminal may be any computer terminal device in a group of computer terminals. Optionally, in this embodiment, the foregoing computer terminal may also be replaced with a terminal device such as a mobile terminal.

[0094] Optionally, in this embodiment, the foregoing computer terminal may be located in at least one network device among multiple network devices of the computer network.

[0095] In this embodiment, the above-mentioned computer terminal can execute the program code of the following steps in the model processing method of the application program: use the image processing model to process the first image to obtain the second image corresponding to the first image; use the image processing model to process the second image second image, and obtain a third image corresponding to the second image; optimize the image processing model according to the distance between the firs...

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Abstract

The invention discloses a model processing method and device, a storage medium and computer equipment. The method comprises the following steps: processing a first image by adopting an image processing model to obtain a second image corresponding to the first image; processing the second image by adopting an image processing model to obtain a third image corresponding to the second image; and optimizing the image processing model according to the distance between the first image and the third image. According to the invention, the technical problem that the efficiency is low when the performance of an image processing model is improved in the prior art is solved.

Description

technical field [0001] The present invention relates to the field of computers, in particular to a model processing method, device, storage medium and computer equipment. Background technique [0002] Deep learning (Deep Learning) refers to a collection of algorithms that use various machine learning algorithms to solve various problems such as images and texts on multi-layer neural networks. Image processing technology is an important application direction of deep learning technology, and its application scenarios are extremely wide. In related technologies, image processing technology generally uses a large number of image samples to train an image processing model. If the image processing model needs to obtain a more accurate processing rate, the number of pre-labeled samples required is extremely large, and the workload is complex. Therefore, in the related art, there is a problem of low efficiency in improving the performance of the image processing model. [0003] Fo...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06V40/10G06V10/74G06V10/776G06V10/82G06N3/04G06N3/08
CPCG06N3/08G06N3/045G06F18/217G06F18/22
Inventor 何天宇沈旭黄建强
Owner ALIBABA GRP HLDG LTD
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