Data set processing method, data set processing device and storage medium

A processing method and data set technology, applied in the field of computer vision, can solve the problems of high labor cost and low processing efficiency

Pending Publication Date: 2019-11-12
ZICT TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

When processing data sets, it is common to use purely manual collection, selection, and labeling methods to process data sets. This processing method not only has high labor costs, but also has low processing efficiency.

Method used

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  • Data set processing method, data set processing device and storage medium
  • Data set processing method, data set processing device and storage medium
  • Data set processing method, data set processing device and storage medium

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Embodiment Construction

[0047] In order to understand the above-mentioned purpose, features and advantages of the present invention more clearly, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments. It should be noted that, in the case of no conflict, the embodiments of the present application and the features in the embodiments can be combined with each other.

[0048] In the following description, many specific details are set forth in order to fully understand the present invention. However, the present invention can also be implemented in other ways than described here. Therefore, the protection scope of the present invention is not limited by the specific implementation disclosed below. Example limitations.

[0049] Refer below Figure 1 to Figure 5 The data set processing method provided according to some embodiments of the present invention will be described.

[0050] see figure 1 , the embodiment of the firs...

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Abstract

The invention provides a data set processing method, a data set processing device and a storage medium, and the data set processing method comprises the steps: marking different regions of target image data through a plurality of different types of marking frames to obtain a first data set, and training the first data set to obtain a state detection model; testing the detection precision of the state detection model, and detecting the to-be-labeled target image data by using the state detection model to obtain image information; labeling the to-be-labeled target image data through the image information to obtain a second data set; and storing the first data set and the second data set in parallel as a to-be-trained data set, and training the to-be-trained data set to obtain a new state detection model. According to the technical scheme, a pure manual annotation data set is not needed, the labor cost is reduced, the iterative optimization efficiency of the state detection model is improved, the annotation data set is more accurate, and the accuracy of the detection model is improved.

Description

technical field [0001] The present invention relates to the technical field of computer vision, in particular, to a data set processing method, a data set processing device and a computer-readable storage medium. Background technique [0002] The video monitoring of coal piles of coal mining enterprises is a technical problem to be solved in environmental protection video monitoring projects. An important monitoring task for coal mining enterprises is to monitor whether the coal piles of coal mining enterprises are covered with plastic films in real time. The covered coal piles do not meet the requirements of environmental protection, and a monitoring system is required for early warning. In the previous traditional video surveillance system, the monitoring of coal mining enterprises has always been completed by supervisors by calling remote cameras and then viewing them with human eyes. [0003] However, with the development of deep learning technology in recent years, aut...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62
CPCG06V20/52G06F18/24G06F18/214
Inventor 贺涛欧阳一村
Owner ZICT TECH CO LTD
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