Data labeling method, related device and computer program product
A technology for data and labeling data, which is applied in the field of data processing and can solve problems such as relying on manual implementation.
Pending Publication Date: 2021-07-16
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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Problems solved by technology
[0002] The artificial intelligence industry is getting more and more attention in modern society, but in this industry, the data labeling of sample data is still a labor-intensive industry, which still needs to be realized manually, and has been in a long-term extensive state
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[0020] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness. It should be noted that, in the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other.
[0021] In addition, in the technical solution involved in this disclosure, the acquisition of the user's personal information involved (for example, when the data to be marked is a face image containing the u...
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The invention provides a data labeling method and device, electronic equipment, a computer readable storage medium and a computer program product, and relates to the technical field of artificial intelligence such as data labeling and deep learning. A specific embodiment of the method comprises the following steps: after obtaining an original labeling algorithm corresponding to data to be labeled, extracting an anchor point of a modifiable part of codes corresponding to a preset function in a code segment for labeling the original labeling algorithm from the original labeling algorithm, obtaining a labeling demand corresponding to data to be labeled, determining a target anchor point corresponding to the labeling demand, adjusting implementation parameters of the target anchor point based on the labeling demand, generating a target labeling algorithm, and finally processing the data to be labeled by utilizing the target labeling algorithm to obtain a labeling result. According to the implementation mode, the adjustable part in the original algorithm can be presented to the user by presenting the anchor point in the original algorithm, so that the user can carry out targeted modification conveniently, and the universality and configuration efficiency of the original algorithm are improved.
Description
technical field [0001] The present disclosure relates to the field of data processing technology, specifically to the field of artificial intelligence technologies such as data labeling and deep learning, and in particular to data labeling methods, devices, electronic equipment, computer-readable storage media, and computer program products. Background technique [0002] The artificial intelligence industry has received more and more attention in modern society, but in this industry, the data labeling of sample data is still a labor-intensive industry, which still needs to be realized manually, and has been in a long-term extensive state. [0003] In the prior art, recognition algorithms related to data labeling are often used to preprocess and pre-label data, so that users can label according to the results of preprocessing and pre-labeling, so as to improve the efficiency of manual data labeling. Contents of the invention [0004] Embodiments of the present disclosure pr...
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IPC IPC(8): G06F8/72G06F8/73
CPCG06F8/72G06F8/73G06F16/907G06N3/105G06N20/00G06F8/38G06F16/21
Inventor 张伟佩洪至远
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD