Sorting method of hotel room type images

A sorting method and image technology, which is applied in the field of image processing, can solve problems such as the inability to accurately sort hotel room type images, and achieve the effect of ensuring the effect and accuracy

Active Publication Date: 2017-05-10
CTRIP COMP TECH SHANGHAI
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  • Summary
  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

[0003] The technical problem to be solved by the present invention is to overcome the defect that hotel room type images cannot be accurately sorted in the prior art, and provide a sorting method for hotel room type images with strong practicability and good sorting effect

Method used

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  • Sorting method of hotel room type images

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Embodiment Construction

[0040] The present invention is further illustrated below by means of examples, but the present invention is not limited to the scope of the examples.

[0041] Such as figure 1 Shown, the sorting method of hotel room type image of the present invention comprises the following steps:

[0042] Step 101, establishing a content classification model for hotel room type images;

[0043] Step 102, establishing a quality quantification model of the hotel room image;

[0044] Step 103, combining the content classification model and the quality quantification model to sort the hotel room type images.

[0045] Wherein, step 101 specifically includes the following steps:

[0046] Step 1011, collecting a plurality of images, and generating a first image training set T1;

[0047] Among them, the images in the first image training set T1 are downloaded in batches from the Internet, and the downloaded images include 88 categories including landscape, architecture, and living room, and the...

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Abstract

The invention discloses a sorting method of hotel room type images. The method comprises the following steps: step S1, establishing a content classification model of the hotel room type images; step S2, establishing a quality quantification model of the hotel room type images; and step S3, sorting the hotel room type images in combination with the content classification model and the quality quantification model. The sorting method of the hotel room type images provided by the invention realizes image sorting in combination with the content classification model and the quality quantification model, so that the influences of two aspects of image content and image quality are both considered, thus the hotel room type images with excellent content and quality can be displayed to the users preferentially, and the effect of hotel room type images sorting is guaranteed.

Description

technical field [0001] The invention relates to the field of image processing, in particular to a sorting method for hotel room type images. Background technique [0002] At present, it has become a common method to sell hotel room types through the Internet. When selling online, the seller generally provides the room type image to the user, so as to intuitively display the information of the hotel room type. Before displaying house type images, the seller needs to sort the images, and give priority to displaying images that attract users, so as to improve user experience and order rate. With the rapid development of the Internet, the seller will use many ways such as user uploads and crawler downloads to obtain a large number of images of hotel room types every day, and the number has far exceeded the limit of manual sorting. Therefore, it has become an urgent need to use computers to read room type image information and automatically sort them. At this stage, the resear...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N3/08
CPCG06N3/08G06F18/213G06F18/241
Inventor 李翔
Owner CTRIP COMP TECH SHANGHAI
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