Picture format conversion method and device in deep learning platform

A picture format and format conversion technology, applied in the field of machine learning, can solve problems such as poor user experience

Inactive Publication Date: 2019-12-20
GUANGDONG INSPUR BIG DATA RES CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of this, an embodiment of the present invention provides a method for converting image formats in a deep learning platform to solve the problem of poor user experience due to format restrictions on input images on the front-end interface

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  • Picture format conversion method and device in deep learning platform
  • Picture format conversion method and device in deep learning platform
  • Picture format conversion method and device in deep learning platform

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Embodiment Construction

[0048] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0049] In this application, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article, or apparatus comprising a set of elements includes not only those elements, but also includes none. other elements specifically listed, or also include elements inherent in such a process, method, article, or apparatus. Without further limitations, an element defined by the phrase "com...

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Abstract

The invention provides a picture format conversion method and device in a deep learning platform.. The method comprises the steps of obtaining a picture format of a to-be-trained picture; judging whether the picture format of the to-be-trained picture is a picture format supported by a current training framework or not; and if the picture format of the to-be-trained picture is not the picture format supported by the current training framework, converting the picture format of the to-be-trained picture, generating a format conversion picture corresponding to the to-be-trained picture, and inputting the format conversion picture into the training framework for training. The picture format conversion is carried out on the to-be-trained picture of which the picture format does not belong to the picture format supported by the current training framework, and the converted picture format is the picture format supported by the current training framework. Therefore, no matter what kind of training framework is currently used by the learning platform for training, the picture format which can be selected and trained by the user is not limited, and user experience is good.

Description

technical field [0001] The invention relates to the technical field of machine learning, in particular to a method and device for converting image formats in a deep learning platform. Background technique [0002] With the development of artificial intelligence technology, machine learning has gradually become a hot topic among people, and deep learning is an important research direction in the field of machine learning. Deep learning is to learn the internal laws and representation levels of sample data. The information obtained during the learning process is of great help to the interpretation of data such as text, pictures and sounds. [0003] With the development of science and technology, more and more deep learning platforms have emerged to achieve deep learning goals. Among them, the deep learning platform for image analysis is one of the common deep learning platforms. In the deep learning platform for image analysis, the front-end is mainly to develop the front-end...

Claims

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Application Information

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IPC IPC(8): G06F16/178G06N3/08
CPCG06N3/08G06F16/1794
Inventor 赵潇瑶
Owner GUANGDONG INSPUR BIG DATA RES CO LTD
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