Normalized artificial intelligence analysis system for image data of power drone and robot
An image data and artificial intelligence technology, which is applied in the fields of electronic digital data processing, image communication, multimedia data query, etc., can solve the problems of artificial intelligence analysis and application, etc., to achieve preliminary automatic intelligent application, good algorithm implementation effect, The effect of satisfying low-quality image data cleaning and label classification functions
Inactive Publication Date: 2018-05-18
STATE GRID CORP OF CHINA +5
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Problems solved by technology
There is an urgent demand for UAV and robot image data normalization and artificial intelligence analysis in related business departments of the power industry, but there is no application for UAV and robot image data normalization AI analysis.
[0004] In order to solve the problems of centralized storage and intelligent application of data standardization existing in the inspection data of drones and robots, this patented invention provides a new and effective solution
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[0048] The present invention will be further described below in conjunction with the accompanying drawings. The following examples are only used to illustrate the technical solutions of the present invention more clearly, but not to limit the protection scope of the present invention.
[0049] In this system, image and video data are unstructured data taken by drones and robots, and the associated information of images and videos is structured data, which includes record upload time, view category, file source, and professional type when importing . The unstructured data mentioned below is equivalent to image and video data, and the structured data is equivalent to the associated information of images and videos. The view category refers to images or videos, the file source refers to drones or robots, and the professional type refers to the power scene being photographed, such as substations, converter stations, transmission lines, etc.
[0050] Such as figure 1 As shown, a...
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The invention discloses a normalized artificial intelligence analysis system for image data of a power drone and a robot. The system comprises a data importing module, a data storage module, a data normalizing module, a label classification module, an analysis algorithm module, and a data access module, wherein the data importing module stores image or video data of a drone or a robot platform andassociated information thereof in the data storage module, the data normalizing module performs normalization by invoking functions of low-quality image data cleaning, data deduplication, data alignment, and video encoding and decoding algorithms provided by the analysis algorithm module, the label classification module labels the data, the data access module is used for searching, inquiring, downloading or showing the data and is called by the drone and the robot platform. The system can store and perform normalization and artificial intelligence analysis on the image and video data of the power drone and the robot in a unified manner, thereby enabling the data to be used more conveniently and having project feasibility.
Description
technical field [0001] The invention relates to the technical field of signal and information processing, in particular to an artificial intelligence analysis system for standardized image data of electric drones and robots. Background technique [0002] Power drone and robot inspection are one of the important means of power grid inspection. They are widely used in substations and transmission lines, and can return a large amount of video and image data after inspection. However, there are certain defects in the images captured by drones and robots, such as a large number of repeated images, a large number of low-quality images, a large number of unregistered infrared and visible light images, etc., which require specific image processing methods before they can be used. At the same time, most of the video monitoring and acquisition systems of drones and robots for substations and transmission lines simply store the video image data separately, and do not carry out unified ...
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IPC IPC(8): H04N17/00H04N19/00G06F17/30G06N3/02
CPCH04N17/00G06F16/43G06F16/48G06N3/02H04N19/00
Inventor 罗旺鲁盈悦吴超崔漾冯敏郝小龙樊强彭启伟赵高峰张天兵焦群姚一杨夏源余磊白万建李冬徐长福
Owner STATE GRID CORP OF CHINA