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Image processing model training system and method

A model training and image processing technology, applied in the field of image processing model training system, can solve problems such as inability to apply, poor shooting effect, etc.

Pending Publication Date: 2022-03-18
GUANGDONG STARFIVE TECH LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, image feature extraction technology is usually used for image recognition and cannot be applied to real shooting environments. Therefore, it is necessary to adjust the scene many times during the shooting process, resulting in poor shooting results.

Method used

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  • Image processing model training system and method
  • Image processing model training system and method

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Experimental program
Comparison scheme
Effect test

Embodiment 1

[0051] see figure 1 , figure 1 Shown is an image processing model training system provided by the embodiment of the present application, which includes:

[0052] Data collection module: used to collect multiple groups of shooting environment data for different photographs, each group of shooting environment data includes relative position data of the shooting equipment and the shooting object, lighting data and air data detected by the current shooting scene;

[0053] Model training module: used for judging the authenticity of each of the photographs according to the standard color card, identifying the target object of the photograph, and according to multiple sets of the illumination data, the air data, and the Carrying out machine learning relative to the position data and the degree of authenticity to obtain a shooting training model;

[0054] Model learning module: used to establish a three-dimensional simulation scene and add a plurality of targets, generate the illumi...

Embodiment 2

[0057] see figure 2 , the embodiment of the present application provides an image processing method, including the following steps: collecting multiple sets of shooting environment data of different photographs, each set of data includes relative position data of the shooting device and the shooting object, illumination data detected by the current shooting scene, and The air data of the shooting scene; judging the authenticity of each of the photographs according to the standard color card, identifying the target object of the photograph, and according to multiple sets of the illumination data, the air data, and the A shooting training model is obtained by performing machine learning with respect to the position data and the degree of realism.

[0058] In detail, multiple sets of data of multiple photographs are collected, so as to obtain the photographing location, photographing lighting conditions and photographing air conditions, and judge the effect of each photograph ac...

Embodiment 3

[0072]The electronic device provided by the embodiment of the present application includes a memory, a processor, and a communication interface, and the memory, the processor, and the communication interface are electrically connected to each other directly or indirectly, so as to realize data transmission or interaction. For example, these components can be electrically connected to each other through one or more communication buses or signal lines. The memory can be used to store software programs and modules, such as the program instructions / modules corresponding to the image processing system provided in the embodiment of the present application, and the processor executes various functional applications and data processing by executing the software programs and modules stored in the memory . The communication interface can be used for signaling or data communication with other node devices.

[0073] Wherein, the memory can be, but not limited to, random access memory (Ra...

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Abstract

The invention provides an image processing model training system and method, and relates to the field of image processing. The invention discloses an image processing model training system, and the system comprises a data collection module which is used for collecting a plurality of groups of shooting environment data of different shot pictures, and each group of shooting environment data comprises the relative position data of a shooting device and a shooting object, and the illumination data and air data detected by a current shooting scene; the model training module is used for judging the trueness of each shot picture according to a standard color card, identifying a target object of the shot picture, and performing machine learning according to the multiple groups of illumination data, air data, relative position data and trueness of the same target object to obtain a shooting training model; and the model learning module is used for establishing a three-dimensional simulation scene, adding the multiple target objects and generating the illumination data, the air data and the relative position data of the multiple target objects according to the shooting training model.

Description

technical field [0001] The present invention relates to the field of image processing, in particular to an image processing model training system and method. Background technique [0002] With the development of image processing technology, image feature extraction technology has emerged. Image feature extraction technology obtains vectors that can represent images by extracting features from images. However, image feature extraction technology is usually used for image recognition and cannot be applied to real shooting environments. Therefore, it is necessary to adjust the scene many times during the shooting process, resulting in poor shooting results. Contents of the invention [0003] One of the objects of the present invention is to provide an image processing model training system, which can be applied to the image shooting environment, and improve the shooting effect and speed up the shooting efficiency. [0004] One of the objectives of the present invention is to...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V10/774G06K9/62G06T17/00G06N20/00
CPCG06T17/00G06N20/00G06F18/214
Inventor 黄茂芹
Owner GUANGDONG STARFIVE TECH LTD