Method and device for acquiring annotation data, computer equipment and storage medium
A technology for labeling data and obtaining methods, which is applied in the fields of computer program products and labeling data acquisition, which can solve the problems of high labor costs and low efficiency of labeling data acquisition, and achieve the effect of reducing user operations and improving acquisition efficiency
Pending Publication Date: 2022-04-12
北京爱笔科技有限公司
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[0004] It can be seen that the traditional technology requires a lot of labor costs, resulting in low efficiency for the labeling request side to obtain labeling data.
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[0054] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.
[0055] The method for obtaining annotation data provided by the embodiment of the present application can be applied to such as figure 1 shown in the application environment. Wherein, the annotation request end 102 communicates with the data annotation end 104 through the network. Specifically, the annotation requester 102 acquires attribute information of the target model class, and constructs an instance of the target model class according to the attribute information. Based on the labeling request method in the example, the labeling request end 102 sends the data labe...
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The invention relates to an annotation data acquisition method and device, computer equipment, a storage medium and a computer program product. The method is applied to an annotation request end and comprises the following steps: acquiring attribute information of a target model class; according to the attribute information, an instance of the target model class is constructed; based on an annotation request method in the instance, sending a data annotation request corresponding to the to-be-annotated data to a data annotation end, so that the data annotation end annotates the to-be-annotated data as annotated data according to the data annotation request; based on a result downloading method in the instance, sending a result query request indicating whether the annotation data exists or not to the data annotation end, and if an annotation data existence response returned by the data annotation end in response to the result query request is received, sending a result downloading request to the data annotation end, and receiving annotation data returned by the data annotation end in response to the result downloading request. By adopting the method, the acquisition efficiency of the annotation request end for the annotation data can be improved.
Description
technical field [0001] The present application relates to the technical field of data interaction, and in particular to a method, device, computer equipment, storage medium and computer program product for acquiring marked data. Background technique [0002] In the field of artificial intelligence, various models are used to realize functions such as natural language processing, image recognition, and intelligent recommendation. Since the model needs to be optimized and adjusted using labeled data sets (such as training sets and test sets) constructed from labeled data, it is necessary to prepare labeled data in advance in order to improve model performance. In the process of data annotation, the interaction between the annotation request end and the data annotation end will be involved. The labeling request end is used to issue labeling requests and obtain labeling data, and the data labeling terminal is used to label data. [0003] In the labeling request side, the tradi...
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IPC IPC(8): G06F16/906G06F16/903
Inventor 刘圣杨逍红王姣吴佐
Owner 北京爱笔科技有限公司