Configurable GOA system for rapid artificial intelligence application development
A technology of artificial intelligence and application development, which is applied in the direction of instruments, character and pattern recognition, computer components, etc., can solve problems such as the core algorithm that cannot be spent on time, achieve easy reuse, facilitate reuse, and speed up the progress of development Effect
Inactive Publication Date: 2021-09-28
CHANGSHA PENGYANG INFORMATION TECH
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Problems solved by technology
Developers need to write codes for each artificial intelligence application to realize the entire artificial intelligence processing process according to the application requirements. Sometimes a lot of work is spent on the construction of the framework, the connection between algorithm modules and other codes that have nothing to do with the core algorithm. Sometimes it is necessary to reuse the previously developed algorithm modules, but a large number of adjustments are required to adapt to the new algorithm process, which will cause developers to be unable to devote all their energy and time to the development of core algorithms
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[0016] The embodiments of the present invention will be described in detail below with reference to the accompanying drawings, but the present invention can be implemented in various ways defined and covered by the claims.
[0017] See figure 1 and figure 2 , this embodiment provides a configurable GOA system for rapid artificial intelligence application development, including several operators and objects used for content transfer between two operators. Operators include numbering, video frame input module, object input module, dependent object module, interested object module, algorithm module, custom parameter module, output object module, object output module and video frame output module . in:
[0018] The number uniquely identifies the operator, represented by an integer, and its size indicates the order in which operators are executed within a cycle.
[0019] The video frame input port module receives video frames input from the outside, and can receive video frame...
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The invention discloses a GOA system for rapid artificial intelligence application development. The GOA system comprises a plurality of operators and an object used for content transmission between two operators. The operator comprises a number, a video frame input port module, an object input port module, a dependent object item module, an interested object item module, an algorithm module, a user-defined parameter module, an output object item module, an object output port module and a video frame output port module; the object comprises a mark number, a label, a moment, a historical object, a target frame and a data exchange body. According to the system, operators are automatically assembled according to the configuration of the graph to form a corresponding program processing flow. According to the system, a developer can combine any different operators in any mode through configuration, and any different artificial intelligence algorithm processes can be conveniently, rapidly and flexibly formed. Core sub-modules researched and developed by developers can be packaged into operators to enter an operator library, so that multiplexing is facilitated, and accumulation is formed.
Description
technical field [0001] The invention relates to the technical field of artificial intelligence and software architecture, in particular to a configurable GOA system oriented to rapid artificial intelligence application development. Background technique [0002] Artificial intelligence technology has been widely used in smart cities, industrial fields, medical care, education, agriculture and other fields, and many powerful artificial intelligence application software have been born. With the advent of the digital economy era, the development of artificial intelligence has risen to the national strategic level. It is conceivable that more application-specific artificial intelligence application software will be developed by people. An artificial intelligence application with complete functions and ideal effects often contains a lot of core algorithm modules, which can be combined in a certain way. Different artificial intelligence applications may use different algorithm mo...
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IPC IPC(8): G06K9/62
CPCG06F18/40
Inventor 涂丹徐新文朱为汪彦明徐东谢志恒胡青霞王涛郑冰
Owner CHANGSHA PENGYANG INFORMATION TECH