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Data processing method and device, equipment and storage medium

A data processing and data flow technology, applied in the field of data processing, can solve problems such as low efficiency, laborious and laborious, etc., and achieve the effect of improving processing efficiency, increasing value, and big data value

Pending Publication Date: 2021-09-28
ALIBABA GRP HLDG LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, manual collection is very inefficient and labor-intensive. For example, to find mice in the kitchen surveillance video, it may take thousands of hours of manual viewing of the video to find a few pictures of mice, which is very inefficient.

Method used

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  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium
  • Data processing method and device, equipment and storage medium

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Embodiment Construction

[0020] In order to make the above objects, features and advantages of the present application more obvious and comprehensible, the present application will be further described in detail below in conjunction with the accompanying drawings and specific implementation methods.

[0021] The embodiment of the present application can be applied to the field of data processing. In various fields of data processing, such as the field of machine learning, deep learning, and intelligent vision, there are many artificial intelligence related to detection and identification in these fields. (Artificial Intelligence, AI) requirements and algorithms, such as vehicle detection in image detection, face detection, vehicle tracking and other scenarios. The algorithm models required for these scenarios need to be trained with a large amount of data, and the effectiveness of the training data affects the quality of the algorithm models. Therefore, it is necessary to be able to collect and label t...

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Abstract

The embodiment of the invention provides a data processing method and device, equipment and a storage medium, and aims to improve the data collection efficiency. The method comprises the following steps: acquiring a data stream; analyzing the data stream through at least one classifier in a classifier group, and determining a corresponding classification result; and creating a corresponding classification data set according to the classification result, and determining training data according to the classification data set. According to the invention, various types of data sets can be provided, the types are rich, the data value is large, the processing efficiency can be improved, and the data value can be improved.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular, to a data processing method and device, an electronic device, and a storage medium. Background technique [0002] In the field of artificial intelligence, a large amount of rich and effective data is required as the basis for processing. [0003] At present, the collection of data mainly relies on manual methods, and data collection is based on subjective judgments, that is, people can judge whether the required target appears in the data stream, and whether the target should be cut for collection, marking, etc. deal with. [0004] However, manual collection is very inefficient and time-consuming. For example, to find mice in kitchen surveillance videos, it may take thousands of hours of manual viewing of the video to find a few pictures of mice, which is very inefficient. Contents of the invention [0005] The embodiment of the present application provide...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/00
CPCG06F18/24
Inventor 于博杨凤海陈长国唐一枝
Owner ALIBABA GRP HLDG LTD