Unlock instant, AI-driven research and patent intelligence for your innovation.

Label data generation method and device, storage medium and electronic equipment

A tag data and tag technology, which is applied in video data retrieval, digital data processing, special data processing applications, etc., can solve the problems of inaccurate video tags, single-use modal categories, imperfections, etc., and achieve a rich tag system. Effect

Pending Publication Date: 2021-06-01
BEIJING XUEZHITU NETWORK TECH
View PDF0 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

There are at least the following defects: the use of modal categories is simplistic, and information is lacking in complementarity. In the current video media, it usually does not only include video as a modal, and text information such as video titles and introductions are common; the label system is solidified: due to Only using the video mode, this type of solution is extremely dependent on perfect video labeling, so when important content outside the label system appears in the video, it is often difficult to meet the needs, but the content and hotspots of the video are advancing with the times. It is necessary to get rid of the influence of the solidification of the label system, which leads to inaccurate and imperfect video labels generated, which brings unstable factors to the model training based on label data.
[0004] For the above-mentioned problems existing in related technologies, no effective solution has been found yet

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Label data generation method and device, storage medium and electronic equipment
  • Label data generation method and device, storage medium and electronic equipment
  • Label data generation method and device, storage medium and electronic equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0033] The method embodiment provided in Embodiment 1 of the present application may be executed in a server, a computer, a mobile phone, an image device, or a similar computing device. Take running on the server as an example, figure 1 It is a block diagram of the hardware structure of a server in the embodiment of the present invention. Such as figure 1 As shown, the server 10 may include one or more ( figure 1 Only one is shown in ) processor 102 (processor 102 may include but not limited to processing devices such as microprocessor MCU or programmable logic device FPGA) and memory 104 for storing data. Optionally, the above-mentioned server can also be A transmission device 106 for communication functions and an input and output device 108 are included. Those of ordinary skill in the art can understand that, figure 1 The shown structure is only for illustration, and it does not limit the structure of the above server. For example, server 10 may also include figure 1 ...

Embodiment 2

[0090] In this embodiment, a device for generating label data is also provided, which is used to realize the above embodiments and preferred implementation modes, and what has been explained will not be repeated here. As used below, the term "module" may be a combination of software and / or hardware that realizes a predetermined function. Although the devices described in the following embodiments are preferably implemented in software, implementations in hardware, or a combination of software and hardware are also possible and contemplated.

[0091] Figure 4 is a structural block diagram of a device for generating tag data according to an embodiment of the present invention, such as Figure 4 As shown, the device includes: an acquisition module 40, an extraction module 42, a construction module 44, and a generation module 46, wherein,

[0092] An acquisition module 40, configured to acquire video data, wherein the video data includes data content of multiple modalities;

...

Embodiment 3

[0104] An embodiment of the present invention also provides a storage medium, in which a computer program is stored, wherein the computer program is set to execute the steps in any one of the above method embodiments when running.

[0105] Optionally, in this embodiment, the above-mentioned storage medium may be configured to store a computer program for performing the following steps:

[0106] S1. Acquiring video data, wherein the video data includes multiple modal data contents;

[0107] S2, extracting video content and description text of the video data;

[0108] S3, constructing a first feature tag of the video data based on the video content, and constructing a second feature tag of the video data based on the description text;

[0109] S4. Aggregate and generate a video tag of the video data according to the first feature tag and the second feature tag.

[0110] Optionally, in this embodiment, the above-mentioned storage medium may include but not limited to: U disk, r...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a tag data generation method and device, a storage medium and electronic equipment, and belongs to the field of artificial intelligence. The method comprises the steps: acquiring video data, wherein the video data comprise data content of a plurality of modals; extracting video content and description text of the video data; constructing a first feature tag of the video data based on the video content, and constructing a second feature tag of the video data based on the description text; and aggregating and generating a video tag of the video data according to the first feature tag and the second feature tag. Through the video data processing method and device, the technical problem that labels generated for the video data in the related technology are incomplete is solved, and the label system of the video data is enriched by combining the complementary characteristics of the video content and the text bimodal.

Description

technical field [0001] The present invention relates to the field of artificial intelligence, in particular to a method and device for generating tag data, a storage medium, and electronic equipment. Background technique [0002] Among the related technologies, the information dissemination mode using short video as the medium in the Internet occupies an extremely important position. The number of videos and the richness of content are increasing day by day. Efficient management and operation of video data, and high-quality recommendation and search services for users all depend on a complete video label classification system. Under the current background of extremely fast information updates, the hot spots that people pay attention to and the content that videos focus on are constantly changing and deriving. [0003] The efficiency of manual labeling is extremely low, and it is difficult to use an unchanging labeling system to label videos to meet the requirements of keepi...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/783G06F16/78
CPCG06F16/7844G06F16/7867
Inventor 丁仁杰闫峰卫海天
Owner BEIJING XUEZHITU NETWORK TECH