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An artificial intelligence data service system

A technology of artificial intelligence and data service, applied in the field of artificial intelligence data service system, it can solve the problems of poor applicability and difficult collection of data sets, and achieve the effect of easy construction

Active Publication Date: 2022-04-22
COMP NETWORK INFORMATION CENT CHINESE ACADEMY OF SCI
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to overcome the problems of difficulty in collecting and poor applicability of data sets required for the development of most algorithms or application models in the existing artificial intelligence field

Method used

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  • An artificial intelligence data service system
  • An artificial intelligence data service system
  • An artificial intelligence data service system

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Embodiment Construction

[0032] The artificial intelligence data service system provided by the embodiment of the present invention mainly gathers relevant data sets in the field of artificial intelligence, and classifies and displays them according to different dimensions, which is convenient for users to quickly search; users upload or apply for related data sets, algorithms and applications Model. Application directions include computer vision, natural language, etc.; storage media include images, videos, voice, charts, etc. The system aggregates algorithms and models including machine learning, statistical analysis, data processing, etc. to form an artificial intelligence algorithm library and model library. The algorithm library includes commonly used algorithms and models such as BP neural network, ART1 neural network, moving average model, and unit root test.

[0033] System maintenance personnel adapt data and algorithms and provide trial operation services. The trial operation service provi...

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Abstract

The invention relates to an artificial intelligence data service system, which includes a front-end interactive platform and an artificial intelligence data platform; it is characterized in that the front-end interactive platform includes: a data retrieval service module, which is used for users to quickly search and retrieve data by inputting keywords or dividing according to data fields Retrieve and locate the data you need; the data includes data sets, API interfaces, and data models; the data set service module is used to provide online use and download functions of data sets, and users can locate the desired data through the retrieval service module The data set is used for online data model training through the trial data in the data set, and the original data or the data generated by the training can also be downloaded to the local through the platform through the application; the data interface service module is used for the user to apply for the key and then Fill in the parameters and transfer to obtain the corresponding data online; the model / computing power service module is used for users to conduct online convenient model training.

Description

technical field [0001] The invention belongs to the field of artificial intelligence, in particular to an artificial intelligence data service system. Background technique [0002] In the process of researching machine learning, a large amount of data resources and efficient computing power are needed for repeated model training. The collection of data sets takes a lot of time and is also difficult. In addition, the lack of computing resources also increases the cost of machine learning research in disguise. And it is not uncommon in the research process that the model training results are too different due to the uneven quality of the data set. The emergence of the artificial intelligence data platform system has solved key problems such as difficulty in finding data and lack of training resources. [0003] At the same time, most algorithms or application models of machine learning or artificial intelligence have certain requirements for data labeling and data quality, an...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06N20/00G06F16/9032
CPCG06N20/00G06F16/9032
Inventor 王晓光曹荣强王珏周纯葆张博尧王彦棡
Owner COMP NETWORK INFORMATION CENT CHINESE ACADEMY OF SCI
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